Multiply OTU counts conditionally based on sample metadata

Multiplies OTU table counts by different values depending on the level of a factor column in sample_data. Samples whose factor value does not match any condition (including NA samples) are left unchanged unless explicitly targeted.

Usage

multiply_counts_pq(
  physeq,
  fact,
  conditions,
  multipliers,
  prop_taxa = 0.5,
  seed = NULL,
  compensate = FALSE,
  min_prevalence = 0,
  round = TRUE,
  verbose = TRUE
)

Arguments

physeq

(required) A phyloseq-class object obtained using the phyloseq package.

fact

(character, required) The name of a column in sample_data(physeq).

conditions

(character vector, required) Values of fact to match. Use NA to target samples with missing values.

multipliers

(numeric vector, required) Multiplying factors corresponding to each element of conditions. Must be the same length as conditions.

prop_taxa

(numeric, default 0.5) Proportion of taxa (between 0 and 1) to which the multiplication is applied. Taxa are randomly sampled. Set to 1 to apply to all taxa.

seed

(integer, default NULL) Random seed for reproducible taxa sampling when prop_taxa < 1.

compensate

(logical, default FALSE) If TRUE, scale down the non-selected taxa so that total library size per sample is preserved. This creates a pure compositional shift: selected taxa gain relative abundance while the rest lose it. This mode is essential for testing differential abundance methods (ALDEx2, ANCOM-BC) which normalize for library size.

min_prevalence

(numeric, default 0) Minimum prevalence (proportion of matched samples with non-zero counts) for a taxon to be eligible for selection. Setting this > 0 (e.g. 0.5) ensures that only taxa actually present in the target samples are inflated, producing a stronger and more realistic DA signal.

round

(logical, default TRUE) If TRUE, round the resulting counts to integers (since OTU tables typically contain integer counts).

verbose

(logical, default TRUE) If TRUE, print a message with the number of modified taxa.

Value

A phyloseq object with modified OTU counts. The selected taxa are stored as an attribute accessible via attr(result, "taxa_modified").

Details

Each sample is checked against conditions in order. When the sample's value in fact matches a condition, its counts are multiplied by the corresponding multiplier. Samples that do not match any condition are left unchanged.

When prop_taxa < 1, only a random subset of taxa is affected by the multiplication. This is useful to simulate differential abundance where only some taxa respond to a condition.

Simulating differential abundance for DA methods: DA methods like ALDEx2 and ANCOM-BC work on compositions (relative abundances). Simply multiplying counts changes library size, which these methods normalize away. Use compensate = TRUE to create a real compositional shift: selected taxa are inflated, then non- selected taxa are scaled down so total counts per sample stay constant. Combine with min_prevalence > 0 and small prop_taxa (e.g. 0.05) for a realistic DA signal on few, prevalent taxa.

Compensation limits: When the multiplier is very high and selected taxa already have high counts, the non-selected taxa may not have enough counts to compensate. In such cases, non-selected taxa are zeroed and selected taxa are scaled down to preserve library size. A warning is issued when this occurs. To avoid this, use moderate multipliers (2-3) or select taxa with lower initial abundance.

To target NA values in the factor column, include NA in conditions (e.g., conditions = c("High", NA)).

Author

Adrien Taudière

Examples

# Multiply counts by 1.2 for "High" samples in half of taxa
d <- multiply_counts_pq(data_fungi,
  fact = "Height",
  conditions = "High", multipliers = 2
)
#> Modified 710 taxa in 41 matched samples

# Multiple conditions with different multipliers
d2 <- multiply_counts_pq(data_fungi,
  fact = "Height",
  conditions = c("High", "Low"), multipliers = c(1.5, 0.8)
)
#> Modified 710 taxa in 86 matched samples

# Target NA samples
d3 <- multiply_counts_pq(data_fungi,
  fact = "Height",
  conditions = c("High", NA), multipliers = c(1.2, 0.5)
)
#> Modified 710 taxa in 95 matched samples

sum(data_fungi@otu_table)
#> [1] 1839124
sum(d@otu_table)
#> [1] 2116884
sum(d2@otu_table)
#> [1] 1911558
sum(d3@otu_table)
#> [1] 1723185

# Apply only to 30% of taxa with a reproducible seed set
d4 <- multiply_counts_pq(data_fungi,
  fact = "Height",
  conditions = "High", multipliers = 2, prop_taxa = 0.3, seed = 42
)
#> Modified 426 taxa in 41 matched samples

# Simulate DA for compositional methods (ALDEx2, ANCOM-BC):
# Use compensate=TRUE to create a real compositional shift
# Use min_prevalence to select only prevalent taxa
# Use small prop_taxa to affect few taxa strongly
d_da <- multiply_counts_pq(
  data_fungi,
  fact = "Height",
  conditions = "High",
  multipliers = 5,
  prop_taxa = 0.05,
  min_prevalence = 0.5,
  compensate = TRUE,
  seed = 123
)
#> Warning: 4 sample(s) could not be fully compensated (multiplier too high relative to non-selected taxa abundance). Non-selected taxa were zeroed and selected taxa were scaled down to preserve library size.
#> Modified 1 taxa in 41 matched samples

# Library sizes are preserved
sum(sample_sums(data_fungi))
#> [1] 1839124
sum(sample_sums(d_da))
#> [1] 1839184

# Test with maaslin3
res <- maaslin3_pq(d_da,
  formula = "~Height"
)
#> 2026-06-19 09:38:21.65 INFO::Writing function arguments to log file
#> 2026-06-19 09:38:21.66 INFO::Verifying options selected are valid
#> 2026-06-19 09:38:21.66 INFO::Determining format of input files
#> 2026-06-19 09:38:21.66 INFO::Input format is data samples as rows and metadata samples as rows
#> 2026-06-19 09:38:21.67 INFO::Running selected normalization method: TSS
#> 2026-06-19 09:38:21.71 INFO::Writing normalized data to file res_maaslin3/features/data_norm.tsv
#> 2026-06-19 09:38:21.76 INFO::Filter data based on min abundance, min prevalence, and max prevalence
#> 2026-06-19 09:38:21.76 INFO::Total samples in data: 185
#> 2026-06-19 09:38:21.76 INFO::Min samples required with min abundance for a feature not to be filtered: 0.000000
#> 2026-06-19 09:38:21.76 INFO::Max samples allowed with min abundance for a feature not to be filtered: 186.850000
#> 2026-06-19 09:38:22.58 INFO::Total filtered features: 0
#> 2026-06-19 09:38:22.58 INFO::Filtered feature names from abundance, min prevalence, and max prevalence filtering:
#> 2026-06-19 09:38:22.60 INFO::Total features filtered by non-zero variance filtering: 208
#> 2026-06-19 09:38:22.60 INFO::Filtered feature names from variance filtering: ASV54, ASV108, ASV122, ASV152, ASV168, ASV207, ASV230, ASV242, ASV253, ASV280, ASV284, ASV298, ASV305, ASV325, ASV332, ASV336, ASV379, ASV381, ASV384, ASV386, ASV393, ASV394, ASV397, ASV406, ASV407, ASV408, ASV430, ASV432, ASV480, ASV484, ASV486, ASV487, ASV495, ASV497, ASV524, ASV528, ASV529, ASV532, ASV537, ASV547, ASV552, ASV557, ASV565, ASV568, ASV588, ASV603, ASV619, ASV620, ASV622, ASV630, ASV636, ASV651, ASV656, ASV658, ASV681, ASV682, ASV689, ASV699, ASV701, ASV716, ASV721, ASV739, ASV745, ASV751, ASV761, ASV763, ASV765, ASV778, ASV804, ASV806, ASV820, ASV826, ASV827, ASV833, ASV835, ASV849, ASV850, ASV851, ASV856, ASV862, ASV866, ASV867, ASV868, ASV869, ASV900, ASV908, ASV924, ASV925, ASV929, ASV931, ASV944, ASV946, ASV952, ASV956, ASV957, ASV960, ASV968, ASV978, ASV985, ASV1000, ASV1013, ASV1033, ASV1045, ASV1055, ASV1056, ASV1061, ASV1062, ASV1064, ASV1081, ASV1089, ASV1092, ASV1098, ASV1102, ASV1104, ASV1117, ASV1118, ASV1124, ASV1157, ASV1166, ASV1174, ASV1178, ASV1181, ASV1188, ASV1197, ASV1207, ASV1215, ASV1226, ASV1235, ASV1255, ASV1266, ASV1280, ASV1281, ASV1291, ASV1295, ASV1298, ASV1322, ASV1324, ASV1325, ASV1331, ASV1333, ASV1344, ASV1349, ASV1354, ASV1358, ASV1364, ASV1377, ASV1385, ASV1394, ASV1395, ASV1402, ASV1405, ASV1407, ASV1416, ASV1417, ASV1426, ASV1432, ASV1444, ASV1447, ASV1448, ASV1451, ASV1453, ASV1456, ASV1457, ASV1465, ASV1470, ASV1471, ASV1476, ASV1480, ASV1481, ASV1482, ASV1485, ASV1489, ASV1524, ASV1529, ASV1535, ASV1538, ASV1539, ASV1541, ASV1546, ASV1559, ASV1561, ASV1563, ASV1582, ASV1583, ASV1587, ASV1591, ASV1595, ASV1597, ASV1600, ASV1610, ASV1611, ASV1618, ASV1627, ASV1638, ASV1642, ASV1648, ASV1662, ASV1665, ASV1672, ASV1680, ASV1705, ASV1708, ASV1709, ASV1710, ASV1714, ASV1716, ASV1719, ASV1726
#> 2026-06-19 09:38:22.60 INFO::Writing filtered data to file res_maaslin3/features/filtered_data.tsv
#> 2026-06-19 09:38:22.63 INFO::Running selected transform method: LOG
#> 2026-06-19 09:38:22.65 INFO::Writing normalized, filtered, transformed data to file res_maaslin3/features/data_transformed.tsv
#> 2026-06-19 09:38:22.68 INFO::Factor detected for categorial metadata 'Height'. Using as-is.
#> 2026-06-19 09:38:22.68 INFO::Applying z-score to standardize continuous metadata
#> 2026-06-19 09:38:22.69 INFO::Running the linear model component
#> 2026-06-19 09:38:22.71 INFO::Fitting model to feature number 1, ASV2
#> 2026-06-19 09:38:22.71 INFO::Fitting model to feature number 2, ASV6
#> 2026-06-19 09:38:22.71 INFO::Fitting model to feature number 3, ASV7
#> 2026-06-19 09:38:22.72 INFO::Fitting model to feature number 4, ASV8
#> 2026-06-19 09:38:22.72 INFO::Fitting model to feature number 5, ASV10
#> 2026-06-19 09:38:22.73 INFO::Fitting model to feature number 6, ASV12
#> 2026-06-19 09:38:22.73 INFO::Fitting model to feature number 7, ASV13
#> 2026-06-19 09:38:22.73 INFO::Fitting model to feature number 8, ASV18
#> 2026-06-19 09:38:22.74 INFO::Fitting model to feature number 9, ASV19
#> 2026-06-19 09:38:22.74 INFO::Fitting model to feature number 10, ASV22
#> 2026-06-19 09:38:22.75 INFO::Fitting model to feature number 11, ASV23
#> 2026-06-19 09:38:22.75 WARNING::Fitting problem for feature 11 returning NA
#> 2026-06-19 09:38:22.75 INFO::Fitting model to feature number 12, ASV24
#> 2026-06-19 09:38:22.76 INFO::Fitting model to feature number 13, ASV25
#> 2026-06-19 09:38:22.76 INFO::Fitting model to feature number 14, ASV26
#> 2026-06-19 09:38:22.76 INFO::Fitting model to feature number 15, ASV27
#> 2026-06-19 09:38:22.77 INFO::Fitting model to feature number 16, ASV28
#> 2026-06-19 09:38:22.77 INFO::Fitting model to feature number 17, ASV29
#> 2026-06-19 09:38:22.78 INFO::Fitting model to feature number 18, ASV31
#> 2026-06-19 09:38:22.78 WARNING::Fitting problem for feature 18 returning NA
#> 2026-06-19 09:38:22.78 INFO::Fitting model to feature number 19, ASV32
#> 2026-06-19 09:38:22.78 INFO::Fitting model to feature number 20, ASV33
#> 2026-06-19 09:38:22.79 INFO::Fitting model to feature number 21, ASV34
#> 2026-06-19 09:38:22.79 INFO::Fitting model to feature number 22, ASV35
#> 2026-06-19 09:38:22.80 INFO::Fitting model to feature number 23, ASV38
#> 2026-06-19 09:38:22.80 INFO::Fitting model to feature number 24, ASV41
#> 2026-06-19 09:38:22.80 INFO::Fitting model to feature number 25, ASV42
#> 2026-06-19 09:38:22.81 INFO::Fitting model to feature number 26, ASV43
#> 2026-06-19 09:38:22.81 INFO::Fitting model to feature number 27, ASV45
#> 2026-06-19 09:38:22.81 INFO::Fitting model to feature number 28, ASV46
#> 2026-06-19 09:38:22.82 INFO::Fitting model to feature number 29, ASV47
#> 2026-06-19 09:38:22.82 INFO::Fitting model to feature number 30, ASV48
#> 2026-06-19 09:38:22.82 WARNING::Fitting problem for feature 30 returning NA
#> 2026-06-19 09:38:22.82 INFO::Fitting model to feature number 31, ASV49
#> 2026-06-19 09:38:22.83 INFO::Fitting model to feature number 32, ASV50
#> 2026-06-19 09:38:22.83 WARNING::Fitting problem for feature 32 returning NA
#> 2026-06-19 09:38:22.83 INFO::Fitting model to feature number 33, ASV51
#> 2026-06-19 09:38:22.84 INFO::Fitting model to feature number 34, ASV52
#> 2026-06-19 09:38:22.84 INFO::Fitting model to feature number 35, ASV53
#> 2026-06-19 09:38:22.85 INFO::Fitting model to feature number 36, ASV55
#> 2026-06-19 09:38:22.85 INFO::Fitting model to feature number 37, ASV56
#> 2026-06-19 09:38:22.85 INFO::Fitting model to feature number 38, ASV57
#> 2026-06-19 09:38:22.86 INFO::Fitting model to feature number 39, ASV58
#> 2026-06-19 09:38:22.86 INFO::Fitting model to feature number 40, ASV59
#> 2026-06-19 09:38:22.86 INFO::Fitting model to feature number 41, ASV60
#> 2026-06-19 09:38:22.87 INFO::Fitting model to feature number 42, ASV61
#> 2026-06-19 09:38:22.87 INFO::Fitting model to feature number 43, ASV62
#> 2026-06-19 09:38:22.88 INFO::Fitting model to feature number 44, ASV63
#> 2026-06-19 09:38:22.88 INFO::Fitting model to feature number 45, ASV64
#> 2026-06-19 09:38:22.88 INFO::Fitting model to feature number 46, ASV65
#> 2026-06-19 09:38:22.89 INFO::Fitting model to feature number 47, ASV67
#> 2026-06-19 09:38:22.89 INFO::Fitting model to feature number 48, ASV68
#> 2026-06-19 09:38:22.89 INFO::Fitting model to feature number 49, ASV69
#> 2026-06-19 09:38:22.89 INFO::Fitting model to feature number 50, ASV70
#> 2026-06-19 09:38:22.90 INFO::Fitting model to feature number 51, ASV71
#> 2026-06-19 09:38:22.90 INFO::Fitting model to feature number 52, ASV72
#> 2026-06-19 09:38:22.91 INFO::Fitting model to feature number 53, ASV75
#> 2026-06-19 09:38:22.91 INFO::Fitting model to feature number 54, ASV77
#> 2026-06-19 09:38:22.91 WARNING::Fitting problem for feature 54 returning NA
#> 2026-06-19 09:38:22.91 INFO::Fitting model to feature number 55, ASV78
#> 2026-06-19 09:38:22.92 INFO::Fitting model to feature number 56, ASV79
#> 2026-06-19 09:38:22.92 INFO::Fitting model to feature number 57, ASV80
#> 2026-06-19 09:38:22.93 INFO::Fitting model to feature number 58, ASV81
#> 2026-06-19 09:38:22.93 INFO::Fitting model to feature number 59, ASV82
#> 2026-06-19 09:38:22.93 INFO::Fitting model to feature number 60, ASV83
#> 2026-06-19 09:38:22.94 INFO::Fitting model to feature number 61, ASV84
#> 2026-06-19 09:38:22.94 INFO::Fitting model to feature number 62, ASV85
#> 2026-06-19 09:38:22.94 INFO::Fitting model to feature number 63, ASV87
#> 2026-06-19 09:38:22.95 INFO::Fitting model to feature number 64, ASV89
#> 2026-06-19 09:38:22.95 INFO::Fitting model to feature number 65, ASV90
#> 2026-06-19 09:38:22.95 INFO::Fitting model to feature number 66, ASV91
#> 2026-06-19 09:38:22.96 INFO::Fitting model to feature number 67, ASV92
#> 2026-06-19 09:38:22.96 INFO::Fitting model to feature number 68, ASV93
#> 2026-06-19 09:38:22.96 WARNING::Fitting problem for feature 68 returning NA
#> 2026-06-19 09:38:22.96 INFO::Fitting model to feature number 69, ASV94
#> 2026-06-19 09:38:22.97 INFO::Fitting model to feature number 70, ASV95
#> 2026-06-19 09:38:22.97 INFO::Fitting model to feature number 71, ASV96
#> 2026-06-19 09:38:22.98 INFO::Fitting model to feature number 72, ASV98
#> 2026-06-19 09:38:22.98 INFO::Fitting model to feature number 73, ASV99
#> 2026-06-19 09:38:22.98 INFO::Fitting model to feature number 74, ASV100
#> 2026-06-19 09:38:22.99 INFO::Fitting model to feature number 75, ASV101
#> 2026-06-19 09:38:22.99 INFO::Fitting model to feature number 76, ASV103
#> 2026-06-19 09:38:22.99 INFO::Fitting model to feature number 77, ASV104
#> 2026-06-19 09:38:23.00 INFO::Fitting model to feature number 78, ASV105
#> 2026-06-19 09:38:23.00 INFO::Fitting model to feature number 79, ASV106
#> 2026-06-19 09:38:23.00 INFO::Fitting model to feature number 80, ASV107
#> 2026-06-19 09:38:23.01 INFO::Fitting model to feature number 81, ASV109
#> 2026-06-19 09:38:23.01 INFO::Fitting model to feature number 82, ASV111
#> 2026-06-19 09:38:23.02 INFO::Fitting model to feature number 83, ASV112
#> 2026-06-19 09:38:23.02 INFO::Fitting model to feature number 84, ASV113
#> 2026-06-19 09:38:23.03 INFO::Fitting model to feature number 85, ASV115
#> 2026-06-19 09:38:23.03 INFO::Fitting model to feature number 86, ASV116
#> 2026-06-19 09:38:23.03 INFO::Fitting model to feature number 87, ASV118
#> 2026-06-19 09:38:23.04 INFO::Fitting model to feature number 88, ASV119
#> 2026-06-19 09:38:23.04 INFO::Fitting model to feature number 89, ASV120
#> 2026-06-19 09:38:23.04 INFO::Fitting model to feature number 90, ASV121
#> 2026-06-19 09:38:23.05 INFO::Fitting model to feature number 91, ASV124
#> 2026-06-19 09:38:23.05 INFO::Fitting model to feature number 92, ASV126
#> 2026-06-19 09:38:23.06 INFO::Fitting model to feature number 93, ASV127
#> 2026-06-19 09:38:23.06 WARNING::Fitting problem for feature 93 returning NA
#> 2026-06-19 09:38:23.06 INFO::Fitting model to feature number 94, ASV128
#> 2026-06-19 09:38:23.07 INFO::Fitting model to feature number 95, ASV129
#> 2026-06-19 09:38:23.07 INFO::Fitting model to feature number 96, ASV130
#> 2026-06-19 09:38:23.07 INFO::Fitting model to feature number 97, ASV131
#> 2026-06-19 09:38:23.08 INFO::Fitting model to feature number 98, ASV132
#> 2026-06-19 09:38:23.08 INFO::Fitting model to feature number 99, ASV133
#> 2026-06-19 09:38:23.09 INFO::Fitting model to feature number 100, ASV135
#> 2026-06-19 09:38:23.09 INFO::Fitting model to feature number 101, ASV136
#> 2026-06-19 09:38:23.09 INFO::Fitting model to feature number 102, ASV137
#> 2026-06-19 09:38:23.09 INFO::Fitting model to feature number 103, ASV138
#> 2026-06-19 09:38:23.10 INFO::Fitting model to feature number 104, ASV139
#> 2026-06-19 09:38:23.10 INFO::Fitting model to feature number 105, ASV142
#> 2026-06-19 09:38:23.11 INFO::Fitting model to feature number 106, ASV143
#> 2026-06-19 09:38:23.11 INFO::Fitting model to feature number 107, ASV144
#> 2026-06-19 09:38:23.11 INFO::Fitting model to feature number 108, ASV145
#> 2026-06-19 09:38:23.12 INFO::Fitting model to feature number 109, ASV146
#> 2026-06-19 09:38:23.12 INFO::Fitting model to feature number 110, ASV147
#> 2026-06-19 09:38:23.12 INFO::Fitting model to feature number 111, ASV148
#> 2026-06-19 09:38:23.13 INFO::Fitting model to feature number 112, ASV149
#> 2026-06-19 09:38:23.13 INFO::Fitting model to feature number 113, ASV150
#> 2026-06-19 09:38:23.13 INFO::Fitting model to feature number 114, ASV151
#> 2026-06-19 09:38:23.14 INFO::Fitting model to feature number 115, ASV153
#> 2026-06-19 09:38:23.14 INFO::Fitting model to feature number 116, ASV154
#> 2026-06-19 09:38:23.14 INFO::Fitting model to feature number 117, ASV157
#> 2026-06-19 09:38:23.15 INFO::Fitting model to feature number 118, ASV158
#> 2026-06-19 09:38:23.15 INFO::Fitting model to feature number 119, ASV159
#> 2026-06-19 09:38:23.16 INFO::Fitting model to feature number 120, ASV162
#> 2026-06-19 09:38:23.16 INFO::Fitting model to feature number 121, ASV163
#> 2026-06-19 09:38:23.16 INFO::Fitting model to feature number 122, ASV164
#> 2026-06-19 09:38:23.17 INFO::Fitting model to feature number 123, ASV166
#> 2026-06-19 09:38:23.17 INFO::Fitting model to feature number 124, ASV167
#> 2026-06-19 09:38:23.18 INFO::Fitting model to feature number 125, ASV170
#> 2026-06-19 09:38:23.18 INFO::Fitting model to feature number 126, ASV171
#> 2026-06-19 09:38:23.18 INFO::Fitting model to feature number 127, ASV172
#> 2026-06-19 09:38:23.19 INFO::Fitting model to feature number 128, ASV173
#> 2026-06-19 09:38:23.19 INFO::Fitting model to feature number 129, ASV175
#> 2026-06-19 09:38:23.20 INFO::Fitting model to feature number 130, ASV176
#> 2026-06-19 09:38:23.20 INFO::Fitting model to feature number 131, ASV178
#> 2026-06-19 09:38:23.21 INFO::Fitting model to feature number 132, ASV179
#> 2026-06-19 09:38:23.21 INFO::Fitting model to feature number 133, ASV181
#> 2026-06-19 09:38:23.21 INFO::Fitting model to feature number 134, ASV182
#> 2026-06-19 09:38:23.22 INFO::Fitting model to feature number 135, ASV183
#> 2026-06-19 09:38:23.22 INFO::Fitting model to feature number 136, ASV186
#> 2026-06-19 09:38:23.22 INFO::Fitting model to feature number 137, ASV187
#> 2026-06-19 09:38:23.23 INFO::Fitting model to feature number 138, ASV189
#> 2026-06-19 09:38:23.23 INFO::Fitting model to feature number 139, ASV190
#> 2026-06-19 09:38:23.23 INFO::Fitting model to feature number 140, ASV192
#> 2026-06-19 09:38:23.24 INFO::Fitting model to feature number 141, ASV193
#> 2026-06-19 09:38:23.24 INFO::Fitting model to feature number 142, ASV194
#> 2026-06-19 09:38:23.24 INFO::Fitting model to feature number 143, ASV195
#> 2026-06-19 09:38:23.25 INFO::Fitting model to feature number 144, ASV196
#> 2026-06-19 09:38:23.25 INFO::Fitting model to feature number 145, ASV197
#> 2026-06-19 09:38:23.26 INFO::Fitting model to feature number 146, ASV198
#> 2026-06-19 09:38:23.26 WARNING::Fitting problem for feature 146 returning NA
#> 2026-06-19 09:38:23.26 INFO::Fitting model to feature number 147, ASV199
#> 2026-06-19 09:38:23.26 INFO::Fitting model to feature number 148, ASV201
#> 2026-06-19 09:38:23.27 INFO::Fitting model to feature number 149, ASV202
#> 2026-06-19 09:38:23.27 INFO::Fitting model to feature number 150, ASV203
#> 2026-06-19 09:38:23.27 INFO::Fitting model to feature number 151, ASV205
#> 2026-06-19 09:38:23.27 INFO::Fitting model to feature number 152, ASV208
#> 2026-06-19 09:38:23.27 INFO::Fitting model to feature number 153, ASV209
#> 2026-06-19 09:38:23.28 INFO::Fitting model to feature number 154, ASV210
#> 2026-06-19 09:38:23.28 INFO::Fitting model to feature number 155, ASV211
#> 2026-06-19 09:38:23.29 INFO::Fitting model to feature number 156, ASV212
#> 2026-06-19 09:38:23.29 INFO::Fitting model to feature number 157, ASV214
#> 2026-06-19 09:38:23.29 INFO::Fitting model to feature number 158, ASV215
#> 2026-06-19 09:38:23.29 INFO::Fitting model to feature number 159, ASV216
#> 2026-06-19 09:38:23.30 INFO::Fitting model to feature number 160, ASV217
#> 2026-06-19 09:38:23.30 INFO::Fitting model to feature number 161, ASV219
#> 2026-06-19 09:38:23.31 INFO::Fitting model to feature number 162, ASV221
#> 2026-06-19 09:38:23.31 INFO::Fitting model to feature number 163, ASV222
#> 2026-06-19 09:38:23.31 WARNING::Fitting problem for feature 163 returning NA
#> 2026-06-19 09:38:23.31 INFO::Fitting model to feature number 164, ASV223
#> 2026-06-19 09:38:23.32 INFO::Fitting model to feature number 165, ASV224
#> 2026-06-19 09:38:23.32 INFO::Fitting model to feature number 166, ASV226
#> 2026-06-19 09:38:23.33 INFO::Fitting model to feature number 167, ASV227
#> 2026-06-19 09:38:23.33 INFO::Fitting model to feature number 168, ASV228
#> 2026-06-19 09:38:23.33 INFO::Fitting model to feature number 169, ASV229
#> 2026-06-19 09:38:23.33 INFO::Fitting model to feature number 170, ASV231
#> 2026-06-19 09:38:23.34 WARNING::Fitting problem for feature 170 returning NA
#> 2026-06-19 09:38:23.36 INFO::Fitting model to feature number 171, ASV233
#> 2026-06-19 09:38:23.36 INFO::Fitting model to feature number 172, ASV234
#> 2026-06-19 09:38:23.36 INFO::Fitting model to feature number 173, ASV235
#> 2026-06-19 09:38:23.37 INFO::Fitting model to feature number 174, ASV237
#> 2026-06-19 09:38:23.37 INFO::Fitting model to feature number 175, ASV238
#> 2026-06-19 09:38:23.38 INFO::Fitting model to feature number 176, ASV239
#> 2026-06-19 09:38:23.38 INFO::Fitting model to feature number 177, ASV240
#> 2026-06-19 09:38:23.39 INFO::Fitting model to feature number 178, ASV243
#> 2026-06-19 09:38:23.39 INFO::Fitting model to feature number 179, ASV244
#> 2026-06-19 09:38:23.39 INFO::Fitting model to feature number 180, ASV245
#> 2026-06-19 09:38:23.39 INFO::Fitting model to feature number 181, ASV246
#> 2026-06-19 09:38:23.40 INFO::Fitting model to feature number 182, ASV247
#> 2026-06-19 09:38:23.40 INFO::Fitting model to feature number 183, ASV248
#> 2026-06-19 09:38:23.40 INFO::Fitting model to feature number 184, ASV249
#> 2026-06-19 09:38:23.41 WARNING::Fitting problem for feature 184 returning NA
#> 2026-06-19 09:38:23.41 INFO::Fitting model to feature number 185, ASV251
#> 2026-06-19 09:38:23.41 INFO::Fitting model to feature number 186, ASV254
#> 2026-06-19 09:38:23.41 INFO::Fitting model to feature number 187, ASV255
#> 2026-06-19 09:38:23.42 INFO::Fitting model to feature number 188, ASV256
#> 2026-06-19 09:38:23.42 INFO::Fitting model to feature number 189, ASV257
#> 2026-06-19 09:38:23.42 INFO::Fitting model to feature number 190, ASV258
#> 2026-06-19 09:38:23.42 INFO::Fitting model to feature number 191, ASV260
#> 2026-06-19 09:38:23.43 INFO::Fitting model to feature number 192, ASV261
#> 2026-06-19 09:38:23.43 INFO::Fitting model to feature number 193, ASV262
#> 2026-06-19 09:38:23.44 INFO::Fitting model to feature number 194, ASV263
#> 2026-06-19 09:38:23.44 INFO::Fitting model to feature number 195, ASV264
#> 2026-06-19 09:38:23.45 INFO::Fitting model to feature number 196, ASV265
#> 2026-06-19 09:38:23.45 INFO::Fitting model to feature number 197, ASV266
#> 2026-06-19 09:38:23.45 INFO::Fitting model to feature number 198, ASV267
#> 2026-06-19 09:38:23.46 INFO::Fitting model to feature number 199, ASV270
#> 2026-06-19 09:38:23.46 INFO::Fitting model to feature number 200, ASV271
#> 2026-06-19 09:38:23.46 INFO::Fitting model to feature number 201, ASV272
#> 2026-06-19 09:38:23.47 INFO::Fitting model to feature number 202, ASV273
#> 2026-06-19 09:38:23.47 INFO::Fitting model to feature number 203, ASV274
#> 2026-06-19 09:38:23.48 INFO::Fitting model to feature number 204, ASV277
#> 2026-06-19 09:38:23.48 INFO::Fitting model to feature number 205, ASV278
#> 2026-06-19 09:38:23.48 INFO::Fitting model to feature number 206, ASV279
#> 2026-06-19 09:38:23.49 INFO::Fitting model to feature number 207, ASV282
#> 2026-06-19 09:38:23.49 INFO::Fitting model to feature number 208, ASV283
#> 2026-06-19 09:38:23.50 INFO::Fitting model to feature number 209, ASV285
#> 2026-06-19 09:38:23.50 INFO::Fitting model to feature number 210, ASV286
#> 2026-06-19 09:38:23.50 INFO::Fitting model to feature number 211, ASV287
#> 2026-06-19 09:38:23.51 INFO::Fitting model to feature number 212, ASV288
#> 2026-06-19 09:38:23.51 INFO::Fitting model to feature number 213, ASV292
#> 2026-06-19 09:38:23.51 INFO::Fitting model to feature number 214, ASV293
#> 2026-06-19 09:38:23.51 INFO::Fitting model to feature number 215, ASV294
#> 2026-06-19 09:38:23.52 INFO::Fitting model to feature number 216, ASV295
#> 2026-06-19 09:38:23.52 INFO::Fitting model to feature number 217, ASV297
#> 2026-06-19 09:38:23.52 INFO::Fitting model to feature number 218, ASV300
#> 2026-06-19 09:38:23.53 INFO::Fitting model to feature number 219, ASV302
#> 2026-06-19 09:38:23.53 INFO::Fitting model to feature number 220, ASV307
#> 2026-06-19 09:38:23.53 INFO::Fitting model to feature number 221, ASV309
#> 2026-06-19 09:38:23.54 INFO::Fitting model to feature number 222, ASV310
#> 2026-06-19 09:38:23.54 INFO::Fitting model to feature number 223, ASV311
#> 2026-06-19 09:38:23.54 INFO::Fitting model to feature number 224, ASV312
#> 2026-06-19 09:38:23.55 INFO::Fitting model to feature number 225, ASV313
#> 2026-06-19 09:38:23.55 INFO::Fitting model to feature number 226, ASV314
#> 2026-06-19 09:38:23.55 INFO::Fitting model to feature number 227, ASV315
#> 2026-06-19 09:38:23.56 INFO::Fitting model to feature number 228, ASV316
#> 2026-06-19 09:38:23.56 INFO::Fitting model to feature number 229, ASV318
#> 2026-06-19 09:38:23.57 INFO::Fitting model to feature number 230, ASV320
#> 2026-06-19 09:38:23.57 INFO::Fitting model to feature number 231, ASV322
#> 2026-06-19 09:38:23.57 INFO::Fitting model to feature number 232, ASV323
#> 2026-06-19 09:38:23.58 INFO::Fitting model to feature number 233, ASV327
#> 2026-06-19 09:38:23.58 INFO::Fitting model to feature number 234, ASV328
#> 2026-06-19 09:38:23.58 INFO::Fitting model to feature number 235, ASV329
#> 2026-06-19 09:38:23.59 INFO::Fitting model to feature number 236, ASV330
#> 2026-06-19 09:38:23.59 INFO::Fitting model to feature number 237, ASV333
#> 2026-06-19 09:38:23.59 INFO::Fitting model to feature number 238, ASV334
#> 2026-06-19 09:38:23.60 INFO::Fitting model to feature number 239, ASV337
#> 2026-06-19 09:38:23.60 INFO::Fitting model to feature number 240, ASV338
#> 2026-06-19 09:38:23.61 INFO::Fitting model to feature number 241, ASV339
#> 2026-06-19 09:38:23.61 INFO::Fitting model to feature number 242, ASV340
#> 2026-06-19 09:38:23.62 INFO::Fitting model to feature number 243, ASV341
#> 2026-06-19 09:38:23.62 INFO::Fitting model to feature number 244, ASV342
#> 2026-06-19 09:38:23.62 INFO::Fitting model to feature number 245, ASV344
#> 2026-06-19 09:38:23.63 INFO::Fitting model to feature number 246, ASV345
#> 2026-06-19 09:38:23.63 INFO::Fitting model to feature number 247, ASV346
#> 2026-06-19 09:38:23.64 INFO::Fitting model to feature number 248, ASV347
#> 2026-06-19 09:38:23.64 INFO::Fitting model to feature number 249, ASV348
#> 2026-06-19 09:38:23.65 INFO::Fitting model to feature number 250, ASV349
#> 2026-06-19 09:38:23.65 INFO::Fitting model to feature number 251, ASV350
#> 2026-06-19 09:38:23.66 INFO::Fitting model to feature number 252, ASV351
#> 2026-06-19 09:38:23.66 INFO::Fitting model to feature number 253, ASV353
#> 2026-06-19 09:38:23.67 INFO::Fitting model to feature number 254, ASV355
#> 2026-06-19 09:38:23.67 INFO::Fitting model to feature number 255, ASV356
#> 2026-06-19 09:38:23.67 INFO::Fitting model to feature number 256, ASV357
#> 2026-06-19 09:38:23.68 INFO::Fitting model to feature number 257, ASV358
#> 2026-06-19 09:38:23.68 INFO::Fitting model to feature number 258, ASV359
#> 2026-06-19 09:38:23.69 INFO::Fitting model to feature number 259, ASV360
#> 2026-06-19 09:38:23.69 INFO::Fitting model to feature number 260, ASV362
#> 2026-06-19 09:38:23.69 INFO::Fitting model to feature number 261, ASV364
#> 2026-06-19 09:38:23.70 INFO::Fitting model to feature number 262, ASV365
#> 2026-06-19 09:38:23.70 INFO::Fitting model to feature number 263, ASV366
#> 2026-06-19 09:38:23.71 INFO::Fitting model to feature number 264, ASV367
#> 2026-06-19 09:38:23.71 INFO::Fitting model to feature number 265, ASV368
#> 2026-06-19 09:38:23.72 INFO::Fitting model to feature number 266, ASV369
#> 2026-06-19 09:38:23.72 INFO::Fitting model to feature number 267, ASV371
#> 2026-06-19 09:38:23.72 INFO::Fitting model to feature number 268, ASV372
#> 2026-06-19 09:38:23.73 INFO::Fitting model to feature number 269, ASV373
#> 2026-06-19 09:38:23.73 WARNING::Fitting problem for feature 269 returning NA
#> 2026-06-19 09:38:23.73 INFO::Fitting model to feature number 270, ASV375
#> 2026-06-19 09:38:23.74 INFO::Fitting model to feature number 271, ASV376
#> 2026-06-19 09:38:23.74 INFO::Fitting model to feature number 272, ASV377
#> 2026-06-19 09:38:23.75 INFO::Fitting model to feature number 273, ASV378
#> 2026-06-19 09:38:23.75 INFO::Fitting model to feature number 274, ASV380
#> 2026-06-19 09:38:23.75 INFO::Fitting model to feature number 275, ASV382
#> 2026-06-19 09:38:23.76 INFO::Fitting model to feature number 276, ASV383
#> 2026-06-19 09:38:23.76 INFO::Fitting model to feature number 277, ASV385
#> 2026-06-19 09:38:23.76 INFO::Fitting model to feature number 278, ASV388
#> 2026-06-19 09:38:23.77 INFO::Fitting model to feature number 279, ASV390
#> 2026-06-19 09:38:23.77 INFO::Fitting model to feature number 280, ASV395
#> 2026-06-19 09:38:23.77 INFO::Fitting model to feature number 281, ASV399
#> 2026-06-19 09:38:23.78 INFO::Fitting model to feature number 282, ASV401
#> 2026-06-19 09:38:23.78 INFO::Fitting model to feature number 283, ASV402
#> 2026-06-19 09:38:23.78 INFO::Fitting model to feature number 284, ASV404
#> 2026-06-19 09:38:23.78 INFO::Fitting model to feature number 285, ASV405
#> 2026-06-19 09:38:23.79 INFO::Fitting model to feature number 286, ASV409
#> 2026-06-19 09:38:23.79 INFO::Fitting model to feature number 287, ASV411
#> 2026-06-19 09:38:23.80 INFO::Fitting model to feature number 288, ASV412
#> 2026-06-19 09:38:23.80 INFO::Fitting model to feature number 289, ASV413
#> 2026-06-19 09:38:23.80 INFO::Fitting model to feature number 290, ASV414
#> 2026-06-19 09:38:23.81 WARNING::Fitting problem for feature 290 returning NA
#> 2026-06-19 09:38:23.81 INFO::Fitting model to feature number 291, ASV415
#> 2026-06-19 09:38:23.81 INFO::Fitting model to feature number 292, ASV416
#> 2026-06-19 09:38:23.81 INFO::Fitting model to feature number 293, ASV417
#> 2026-06-19 09:38:23.82 INFO::Fitting model to feature number 294, ASV418
#> 2026-06-19 09:38:23.82 INFO::Fitting model to feature number 295, ASV419
#> 2026-06-19 09:38:23.83 INFO::Fitting model to feature number 296, ASV420
#> 2026-06-19 09:38:23.83 INFO::Fitting model to feature number 297, ASV422
#> 2026-06-19 09:38:23.83 INFO::Fitting model to feature number 298, ASV423
#> 2026-06-19 09:38:23.84 INFO::Fitting model to feature number 299, ASV424
#> 2026-06-19 09:38:23.84 INFO::Fitting model to feature number 300, ASV426
#> 2026-06-19 09:38:23.84 INFO::Fitting model to feature number 301, ASV427
#> 2026-06-19 09:38:23.85 INFO::Fitting model to feature number 302, ASV428
#> 2026-06-19 09:38:23.85 INFO::Fitting model to feature number 303, ASV429
#> 2026-06-19 09:38:23.85 INFO::Fitting model to feature number 304, ASV431
#> 2026-06-19 09:38:23.85 INFO::Fitting model to feature number 305, ASV433
#> 2026-06-19 09:38:23.86 INFO::Fitting model to feature number 306, ASV434
#> 2026-06-19 09:38:23.86 INFO::Fitting model to feature number 307, ASV438
#> 2026-06-19 09:38:23.86 INFO::Fitting model to feature number 308, ASV439
#> 2026-06-19 09:38:23.87 INFO::Fitting model to feature number 309, ASV440
#> 2026-06-19 09:38:23.87 INFO::Fitting model to feature number 310, ASV442
#> 2026-06-19 09:38:23.87 INFO::Fitting model to feature number 311, ASV443
#> 2026-06-19 09:38:23.88 INFO::Fitting model to feature number 312, ASV444
#> 2026-06-19 09:38:23.88 INFO::Fitting model to feature number 313, ASV445
#> 2026-06-19 09:38:23.89 INFO::Fitting model to feature number 314, ASV446
#> 2026-06-19 09:38:23.89 INFO::Fitting model to feature number 315, ASV448
#> 2026-06-19 09:38:23.89 INFO::Fitting model to feature number 316, ASV449
#> 2026-06-19 09:38:23.89 INFO::Fitting model to feature number 317, ASV451
#> 2026-06-19 09:38:23.90 INFO::Fitting model to feature number 318, ASV452
#> 2026-06-19 09:38:23.90 INFO::Fitting model to feature number 319, ASV453
#> 2026-06-19 09:38:23.91 INFO::Fitting model to feature number 320, ASV454
#> 2026-06-19 09:38:23.91 INFO::Fitting model to feature number 321, ASV456
#> 2026-06-19 09:38:23.91 INFO::Fitting model to feature number 322, ASV457
#> 2026-06-19 09:38:23.92 INFO::Fitting model to feature number 323, ASV458
#> 2026-06-19 09:38:23.92 INFO::Fitting model to feature number 324, ASV459
#> 2026-06-19 09:38:23.92 INFO::Fitting model to feature number 325, ASV460
#> 2026-06-19 09:38:23.92 INFO::Fitting model to feature number 326, ASV461
#> 2026-06-19 09:38:23.93 INFO::Fitting model to feature number 327, ASV462
#> 2026-06-19 09:38:23.93 INFO::Fitting model to feature number 328, ASV463
#> 2026-06-19 09:38:23.94 INFO::Fitting model to feature number 329, ASV464
#> 2026-06-19 09:38:23.94 INFO::Fitting model to feature number 330, ASV465
#> 2026-06-19 09:38:23.94 WARNING::Fitting problem for feature 330 returning NA
#> 2026-06-19 09:38:23.95 INFO::Fitting model to feature number 331, ASV466
#> 2026-06-19 09:38:23.95 INFO::Fitting model to feature number 332, ASV467
#> 2026-06-19 09:38:23.95 INFO::Fitting model to feature number 333, ASV468
#> 2026-06-19 09:38:23.96 INFO::Fitting model to feature number 334, ASV469
#> 2026-06-19 09:38:23.96 INFO::Fitting model to feature number 335, ASV470
#> 2026-06-19 09:38:23.97 INFO::Fitting model to feature number 336, ASV472
#> 2026-06-19 09:38:23.97 INFO::Fitting model to feature number 337, ASV473
#> 2026-06-19 09:38:23.97 INFO::Fitting model to feature number 338, ASV474
#> 2026-06-19 09:38:23.98 INFO::Fitting model to feature number 339, ASV475
#> 2026-06-19 09:38:23.98 INFO::Fitting model to feature number 340, ASV476
#> 2026-06-19 09:38:23.98 INFO::Fitting model to feature number 341, ASV477
#> 2026-06-19 09:38:23.99 INFO::Fitting model to feature number 342, ASV478
#> 2026-06-19 09:38:23.99 INFO::Fitting model to feature number 343, ASV479
#> 2026-06-19 09:38:24.00 INFO::Fitting model to feature number 344, ASV481
#> 2026-06-19 09:38:24.00 INFO::Fitting model to feature number 345, ASV483
#> 2026-06-19 09:38:24.00 INFO::Fitting model to feature number 346, ASV488
#> 2026-06-19 09:38:24.01 INFO::Fitting model to feature number 347, ASV489
#> 2026-06-19 09:38:24.01 INFO::Fitting model to feature number 348, ASV490
#> 2026-06-19 09:38:24.01 INFO::Fitting model to feature number 349, ASV491
#> 2026-06-19 09:38:24.01 INFO::Fitting model to feature number 350, ASV492
#> 2026-06-19 09:38:24.02 INFO::Fitting model to feature number 351, ASV493
#> 2026-06-19 09:38:24.02 INFO::Fitting model to feature number 352, ASV494
#> 2026-06-19 09:38:24.03 INFO::Fitting model to feature number 353, ASV496
#> 2026-06-19 09:38:24.03 INFO::Fitting model to feature number 354, ASV498
#> 2026-06-19 09:38:24.03 INFO::Fitting model to feature number 355, ASV499
#> 2026-06-19 09:38:24.04 INFO::Fitting model to feature number 356, ASV500
#> 2026-06-19 09:38:24.04 INFO::Fitting model to feature number 357, ASV501
#> 2026-06-19 09:38:24.05 INFO::Fitting model to feature number 358, ASV502
#> 2026-06-19 09:38:24.05 INFO::Fitting model to feature number 359, ASV504
#> 2026-06-19 09:38:24.05 INFO::Fitting model to feature number 360, ASV505
#> 2026-06-19 09:38:24.06 INFO::Fitting model to feature number 361, ASV507
#> 2026-06-19 09:38:24.06 INFO::Fitting model to feature number 362, ASV508
#> 2026-06-19 09:38:24.07 INFO::Fitting model to feature number 363, ASV509
#> 2026-06-19 09:38:24.07 INFO::Fitting model to feature number 364, ASV511
#> 2026-06-19 09:38:24.08 INFO::Fitting model to feature number 365, ASV512
#> 2026-06-19 09:38:24.08 INFO::Fitting model to feature number 366, ASV514
#> 2026-06-19 09:38:24.08 INFO::Fitting model to feature number 367, ASV515
#> 2026-06-19 09:38:24.09 INFO::Fitting model to feature number 368, ASV516
#> 2026-06-19 09:38:24.09 INFO::Fitting model to feature number 369, ASV517
#> 2026-06-19 09:38:24.09 INFO::Fitting model to feature number 370, ASV519
#> 2026-06-19 09:38:24.10 INFO::Fitting model to feature number 371, ASV520
#> 2026-06-19 09:38:24.10 INFO::Fitting model to feature number 372, ASV521
#> 2026-06-19 09:38:24.10 INFO::Fitting model to feature number 373, ASV522
#> 2026-06-19 09:38:24.11 INFO::Fitting model to feature number 374, ASV523
#> 2026-06-19 09:38:24.11 INFO::Fitting model to feature number 375, ASV526
#> 2026-06-19 09:38:24.11 INFO::Fitting model to feature number 376, ASV527
#> 2026-06-19 09:38:24.12 INFO::Fitting model to feature number 377, ASV530
#> 2026-06-19 09:38:24.12 INFO::Fitting model to feature number 378, ASV531
#> 2026-06-19 09:38:24.12 INFO::Fitting model to feature number 379, ASV533
#> 2026-06-19 09:38:24.13 INFO::Fitting model to feature number 380, ASV534
#> 2026-06-19 09:38:24.13 INFO::Fitting model to feature number 381, ASV535
#> 2026-06-19 09:38:24.13 INFO::Fitting model to feature number 382, ASV536
#> 2026-06-19 09:38:24.14 INFO::Fitting model to feature number 383, ASV538
#> 2026-06-19 09:38:24.14 INFO::Fitting model to feature number 384, ASV539
#> 2026-06-19 09:38:24.15 INFO::Fitting model to feature number 385, ASV540
#> 2026-06-19 09:38:24.15 INFO::Fitting model to feature number 386, ASV541
#> 2026-06-19 09:38:24.15 INFO::Fitting model to feature number 387, ASV542
#> 2026-06-19 09:38:24.16 INFO::Fitting model to feature number 388, ASV543
#> 2026-06-19 09:38:24.16 INFO::Fitting model to feature number 389, ASV544
#> 2026-06-19 09:38:24.16 INFO::Fitting model to feature number 390, ASV545
#> 2026-06-19 09:38:24.17 INFO::Fitting model to feature number 391, ASV546
#> 2026-06-19 09:38:24.17 INFO::Fitting model to feature number 392, ASV548
#> 2026-06-19 09:38:24.17 INFO::Fitting model to feature number 393, ASV549
#> 2026-06-19 09:38:24.18 INFO::Fitting model to feature number 394, ASV550
#> 2026-06-19 09:38:24.18 INFO::Fitting model to feature number 395, ASV551
#> 2026-06-19 09:38:24.19 INFO::Fitting model to feature number 396, ASV553
#> 2026-06-19 09:38:24.19 INFO::Fitting model to feature number 397, ASV554
#> 2026-06-19 09:38:24.19 INFO::Fitting model to feature number 398, ASV555
#> 2026-06-19 09:38:24.19 INFO::Fitting model to feature number 399, ASV556
#> 2026-06-19 09:38:24.20 INFO::Fitting model to feature number 400, ASV558
#> 2026-06-19 09:38:24.20 INFO::Fitting model to feature number 401, ASV559
#> 2026-06-19 09:38:24.21 INFO::Fitting model to feature number 402, ASV560
#> 2026-06-19 09:38:24.21 INFO::Fitting model to feature number 403, ASV561
#> 2026-06-19 09:38:24.21 INFO::Fitting model to feature number 404, ASV562
#> 2026-06-19 09:38:24.22 INFO::Fitting model to feature number 405, ASV563
#> 2026-06-19 09:38:24.22 INFO::Fitting model to feature number 406, ASV564
#> 2026-06-19 09:38:24.23 INFO::Fitting model to feature number 407, ASV566
#> 2026-06-19 09:38:24.23 INFO::Fitting model to feature number 408, ASV567
#> 2026-06-19 09:38:24.23 INFO::Fitting model to feature number 409, ASV569
#> 2026-06-19 09:38:24.24 INFO::Fitting model to feature number 410, ASV570
#> 2026-06-19 09:38:24.24 INFO::Fitting model to feature number 411, ASV571
#> 2026-06-19 09:38:24.24 INFO::Fitting model to feature number 412, ASV572
#> 2026-06-19 09:38:24.25 INFO::Fitting model to feature number 413, ASV573
#> 2026-06-19 09:38:24.25 INFO::Fitting model to feature number 414, ASV574
#> 2026-06-19 09:38:24.26 INFO::Fitting model to feature number 415, ASV576
#> 2026-06-19 09:38:24.26 INFO::Fitting model to feature number 416, ASV577
#> 2026-06-19 09:38:24.26 INFO::Fitting model to feature number 417, ASV578
#> 2026-06-19 09:38:24.27 WARNING::Fitting problem for feature 417 returning NA
#> 2026-06-19 09:38:24.27 INFO::Fitting model to feature number 418, ASV579
#> 2026-06-19 09:38:24.27 INFO::Fitting model to feature number 419, ASV580
#> 2026-06-19 09:38:24.27 INFO::Fitting model to feature number 420, ASV581
#> 2026-06-19 09:38:24.28 INFO::Fitting model to feature number 421, ASV582
#> 2026-06-19 09:38:24.28 WARNING::Fitting problem for feature 421 returning NA
#> 2026-06-19 09:38:24.28 INFO::Fitting model to feature number 422, ASV584
#> 2026-06-19 09:38:24.28 INFO::Fitting model to feature number 423, ASV585
#> 2026-06-19 09:38:24.29 INFO::Fitting model to feature number 424, ASV586
#> 2026-06-19 09:38:24.29 INFO::Fitting model to feature number 425, ASV587
#> 2026-06-19 09:38:24.30 INFO::Fitting model to feature number 426, ASV589
#> 2026-06-19 09:38:24.30 INFO::Fitting model to feature number 427, ASV590
#> 2026-06-19 09:38:24.30 INFO::Fitting model to feature number 428, ASV591
#> 2026-06-19 09:38:24.31 INFO::Fitting model to feature number 429, ASV592
#> 2026-06-19 09:38:24.31 INFO::Fitting model to feature number 430, ASV593
#> 2026-06-19 09:38:24.31 INFO::Fitting model to feature number 431, ASV594
#> 2026-06-19 09:38:24.32 INFO::Fitting model to feature number 432, ASV595
#> 2026-06-19 09:38:24.32 INFO::Fitting model to feature number 433, ASV596
#> 2026-06-19 09:38:24.32 INFO::Fitting model to feature number 434, ASV597
#> 2026-06-19 09:38:24.33 INFO::Fitting model to feature number 435, ASV598
#> 2026-06-19 09:38:24.33 INFO::Fitting model to feature number 436, ASV599
#> 2026-06-19 09:38:24.34 INFO::Fitting model to feature number 437, ASV600
#> 2026-06-19 09:38:24.34 INFO::Fitting model to feature number 438, ASV602
#> 2026-06-19 09:38:24.35 INFO::Fitting model to feature number 439, ASV604
#> 2026-06-19 09:38:24.35 INFO::Fitting model to feature number 440, ASV605
#> 2026-06-19 09:38:24.35 INFO::Fitting model to feature number 441, ASV607
#> 2026-06-19 09:38:24.35 INFO::Fitting model to feature number 442, ASV608
#> 2026-06-19 09:38:24.36 INFO::Fitting model to feature number 443, ASV610
#> 2026-06-19 09:38:24.36 INFO::Fitting model to feature number 444, ASV612
#> 2026-06-19 09:38:24.37 INFO::Fitting model to feature number 445, ASV614
#> 2026-06-19 09:38:24.37 INFO::Fitting model to feature number 446, ASV615
#> 2026-06-19 09:38:24.38 INFO::Fitting model to feature number 447, ASV616
#> 2026-06-19 09:38:24.38 INFO::Fitting model to feature number 448, ASV617
#> 2026-06-19 09:38:24.38 INFO::Fitting model to feature number 449, ASV618
#> 2026-06-19 09:38:24.39 INFO::Fitting model to feature number 450, ASV621
#> 2026-06-19 09:38:24.39 INFO::Fitting model to feature number 451, ASV624
#> 2026-06-19 09:38:24.40 INFO::Fitting model to feature number 452, ASV625
#> 2026-06-19 09:38:24.40 INFO::Fitting model to feature number 453, ASV626
#> 2026-06-19 09:38:24.41 INFO::Fitting model to feature number 454, ASV627
#> 2026-06-19 09:38:24.41 INFO::Fitting model to feature number 455, ASV628
#> 2026-06-19 09:38:24.41 INFO::Fitting model to feature number 456, ASV629
#> 2026-06-19 09:38:24.42 INFO::Fitting model to feature number 457, ASV631
#> 2026-06-19 09:38:24.42 INFO::Fitting model to feature number 458, ASV632
#> 2026-06-19 09:38:24.42 INFO::Fitting model to feature number 459, ASV633
#> 2026-06-19 09:38:24.43 INFO::Fitting model to feature number 460, ASV634
#> 2026-06-19 09:38:24.43 INFO::Fitting model to feature number 461, ASV635
#> 2026-06-19 09:38:24.43 INFO::Fitting model to feature number 462, ASV637
#> 2026-06-19 09:38:24.46 INFO::Fitting model to feature number 463, ASV639
#> 2026-06-19 09:38:24.46 INFO::Fitting model to feature number 464, ASV640
#> 2026-06-19 09:38:24.47 INFO::Fitting model to feature number 465, ASV641
#> 2026-06-19 09:38:24.47 INFO::Fitting model to feature number 466, ASV643
#> 2026-06-19 09:38:24.48 INFO::Fitting model to feature number 467, ASV644
#> 2026-06-19 09:38:24.48 INFO::Fitting model to feature number 468, ASV645
#> 2026-06-19 09:38:24.48 INFO::Fitting model to feature number 469, ASV647
#> 2026-06-19 09:38:24.49 INFO::Fitting model to feature number 470, ASV649
#> 2026-06-19 09:38:24.49 INFO::Fitting model to feature number 471, ASV650
#> 2026-06-19 09:38:24.49 INFO::Fitting model to feature number 472, ASV652
#> 2026-06-19 09:38:24.49 INFO::Fitting model to feature number 473, ASV653
#> 2026-06-19 09:38:24.50 INFO::Fitting model to feature number 474, ASV654
#> 2026-06-19 09:38:24.50 INFO::Fitting model to feature number 475, ASV657
#> 2026-06-19 09:38:24.50 INFO::Fitting model to feature number 476, ASV659
#> 2026-06-19 09:38:24.50 INFO::Fitting model to feature number 477, ASV660
#> 2026-06-19 09:38:24.51 INFO::Fitting model to feature number 478, ASV661
#> 2026-06-19 09:38:24.51 INFO::Fitting model to feature number 479, ASV662
#> 2026-06-19 09:38:24.52 INFO::Fitting model to feature number 480, ASV664
#> 2026-06-19 09:38:24.52 INFO::Fitting model to feature number 481, ASV665
#> 2026-06-19 09:38:24.52 INFO::Fitting model to feature number 482, ASV666
#> 2026-06-19 09:38:24.53 INFO::Fitting model to feature number 483, ASV667
#> 2026-06-19 09:38:24.53 INFO::Fitting model to feature number 484, ASV668
#> 2026-06-19 09:38:24.54 INFO::Fitting model to feature number 485, ASV669
#> 2026-06-19 09:38:24.54 INFO::Fitting model to feature number 486, ASV670
#> 2026-06-19 09:38:24.54 INFO::Fitting model to feature number 487, ASV671
#> 2026-06-19 09:38:24.55 INFO::Fitting model to feature number 488, ASV672
#> 2026-06-19 09:38:24.55 INFO::Fitting model to feature number 489, ASV673
#> 2026-06-19 09:38:24.55 INFO::Fitting model to feature number 490, ASV674
#> 2026-06-19 09:38:24.56 INFO::Fitting model to feature number 491, ASV675
#> 2026-06-19 09:38:24.56 INFO::Fitting model to feature number 492, ASV676
#> 2026-06-19 09:38:24.56 INFO::Fitting model to feature number 493, ASV677
#> 2026-06-19 09:38:24.57 INFO::Fitting model to feature number 494, ASV678
#> 2026-06-19 09:38:24.57 INFO::Fitting model to feature number 495, ASV679
#> 2026-06-19 09:38:24.57 INFO::Fitting model to feature number 496, ASV680
#> 2026-06-19 09:38:24.58 INFO::Fitting model to feature number 497, ASV683
#> 2026-06-19 09:38:24.58 INFO::Fitting model to feature number 498, ASV684
#> 2026-06-19 09:38:24.58 INFO::Fitting model to feature number 499, ASV685
#> 2026-06-19 09:38:24.58 INFO::Fitting model to feature number 500, ASV686
#> 2026-06-19 09:38:24.59 INFO::Fitting model to feature number 501, ASV687
#> 2026-06-19 09:38:24.59 INFO::Fitting model to feature number 502, ASV688
#> 2026-06-19 09:38:24.59 INFO::Fitting model to feature number 503, ASV691
#> 2026-06-19 09:38:24.59 INFO::Fitting model to feature number 504, ASV692
#> 2026-06-19 09:38:24.59 INFO::Fitting model to feature number 505, ASV693
#> 2026-06-19 09:38:24.60 INFO::Fitting model to feature number 506, ASV694
#> 2026-06-19 09:38:24.60 INFO::Fitting model to feature number 507, ASV695
#> 2026-06-19 09:38:24.61 INFO::Fitting model to feature number 508, ASV696
#> 2026-06-19 09:38:24.61 INFO::Fitting model to feature number 509, ASV697
#> 2026-06-19 09:38:24.61 INFO::Fitting model to feature number 510, ASV698
#> 2026-06-19 09:38:24.62 INFO::Fitting model to feature number 511, ASV700
#> 2026-06-19 09:38:24.62 INFO::Fitting model to feature number 512, ASV702
#> 2026-06-19 09:38:24.63 INFO::Fitting model to feature number 513, ASV703
#> 2026-06-19 09:38:24.63 INFO::Fitting model to feature number 514, ASV704
#> 2026-06-19 09:38:24.63 INFO::Fitting model to feature number 515, ASV705
#> 2026-06-19 09:38:24.64 INFO::Fitting model to feature number 516, ASV707
#> 2026-06-19 09:38:24.64 INFO::Fitting model to feature number 517, ASV710
#> 2026-06-19 09:38:24.64 INFO::Fitting model to feature number 518, ASV711
#> 2026-06-19 09:38:24.65 INFO::Fitting model to feature number 519, ASV712
#> 2026-06-19 09:38:24.65 INFO::Fitting model to feature number 520, ASV713
#> 2026-06-19 09:38:24.65 INFO::Fitting model to feature number 521, ASV714
#> 2026-06-19 09:38:24.66 INFO::Fitting model to feature number 522, ASV715
#> 2026-06-19 09:38:24.66 INFO::Fitting model to feature number 523, ASV717
#> 2026-06-19 09:38:24.67 INFO::Fitting model to feature number 524, ASV718
#> 2026-06-19 09:38:24.67 INFO::Fitting model to feature number 525, ASV720
#> 2026-06-19 09:38:24.67 INFO::Fitting model to feature number 526, ASV722
#> 2026-06-19 09:38:24.67 INFO::Fitting model to feature number 527, ASV723
#> 2026-06-19 09:38:24.68 INFO::Fitting model to feature number 528, ASV724
#> 2026-06-19 09:38:24.68 INFO::Fitting model to feature number 529, ASV726
#> 2026-06-19 09:38:24.69 INFO::Fitting model to feature number 530, ASV727
#> 2026-06-19 09:38:24.69 INFO::Fitting model to feature number 531, ASV728
#> 2026-06-19 09:38:24.69 WARNING::Fitting problem for feature 531 returning NA
#> 2026-06-19 09:38:24.70 INFO::Fitting model to feature number 532, ASV729
#> 2026-06-19 09:38:24.70 INFO::Fitting model to feature number 533, ASV730
#> 2026-06-19 09:38:24.70 INFO::Fitting model to feature number 534, ASV731
#> 2026-06-19 09:38:24.71 INFO::Fitting model to feature number 535, ASV732
#> 2026-06-19 09:38:24.71 INFO::Fitting model to feature number 536, ASV733
#> 2026-06-19 09:38:24.71 INFO::Fitting model to feature number 537, ASV734
#> 2026-06-19 09:38:24.72 INFO::Fitting model to feature number 538, ASV736
#> 2026-06-19 09:38:24.72 INFO::Fitting model to feature number 539, ASV737
#> 2026-06-19 09:38:24.72 INFO::Fitting model to feature number 540, ASV738
#> 2026-06-19 09:38:24.73 INFO::Fitting model to feature number 541, ASV740
#> 2026-06-19 09:38:24.73 INFO::Fitting model to feature number 542, ASV741
#> 2026-06-19 09:38:24.74 INFO::Fitting model to feature number 543, ASV742
#> 2026-06-19 09:38:24.74 INFO::Fitting model to feature number 544, ASV743
#> 2026-06-19 09:38:24.74 INFO::Fitting model to feature number 545, ASV744
#> 2026-06-19 09:38:24.74 INFO::Fitting model to feature number 546, ASV746
#> 2026-06-19 09:38:24.75 INFO::Fitting model to feature number 547, ASV747
#> 2026-06-19 09:38:24.75 INFO::Fitting model to feature number 548, ASV748
#> 2026-06-19 09:38:24.75 INFO::Fitting model to feature number 549, ASV749
#> 2026-06-19 09:38:24.76 INFO::Fitting model to feature number 550, ASV752
#> 2026-06-19 09:38:24.76 INFO::Fitting model to feature number 551, ASV753
#> 2026-06-19 09:38:24.76 INFO::Fitting model to feature number 552, ASV754
#> 2026-06-19 09:38:24.77 INFO::Fitting model to feature number 553, ASV755
#> 2026-06-19 09:38:24.77 INFO::Fitting model to feature number 554, ASV756
#> 2026-06-19 09:38:24.78 INFO::Fitting model to feature number 555, ASV757
#> 2026-06-19 09:38:24.78 INFO::Fitting model to feature number 556, ASV758
#> 2026-06-19 09:38:24.78 INFO::Fitting model to feature number 557, ASV760
#> 2026-06-19 09:38:24.79 INFO::Fitting model to feature number 558, ASV762
#> 2026-06-19 09:38:24.79 INFO::Fitting model to feature number 559, ASV764
#> 2026-06-19 09:38:24.80 INFO::Fitting model to feature number 560, ASV766
#> 2026-06-19 09:38:24.80 INFO::Fitting model to feature number 561, ASV767
#> 2026-06-19 09:38:24.80 INFO::Fitting model to feature number 562, ASV768
#> 2026-06-19 09:38:24.81 INFO::Fitting model to feature number 563, ASV769
#> 2026-06-19 09:38:24.81 INFO::Fitting model to feature number 564, ASV770
#> 2026-06-19 09:38:24.82 INFO::Fitting model to feature number 565, ASV771
#> 2026-06-19 09:38:24.82 INFO::Fitting model to feature number 566, ASV772
#> 2026-06-19 09:38:24.82 INFO::Fitting model to feature number 567, ASV773
#> 2026-06-19 09:38:24.83 INFO::Fitting model to feature number 568, ASV774
#> 2026-06-19 09:38:24.83 INFO::Fitting model to feature number 569, ASV775
#> 2026-06-19 09:38:24.84 INFO::Fitting model to feature number 570, ASV776
#> 2026-06-19 09:38:24.84 INFO::Fitting model to feature number 571, ASV777
#> 2026-06-19 09:38:24.84 INFO::Fitting model to feature number 572, ASV779
#> 2026-06-19 09:38:24.85 INFO::Fitting model to feature number 573, ASV780
#> 2026-06-19 09:38:24.85 INFO::Fitting model to feature number 574, ASV781
#> 2026-06-19 09:38:24.86 INFO::Fitting model to feature number 575, ASV782
#> 2026-06-19 09:38:24.87 INFO::Fitting model to feature number 576, ASV783
#> 2026-06-19 09:38:24.88 INFO::Fitting model to feature number 577, ASV784
#> 2026-06-19 09:38:24.89 INFO::Fitting model to feature number 578, ASV785
#> 2026-06-19 09:38:24.89 INFO::Fitting model to feature number 579, ASV786
#> 2026-06-19 09:38:24.90 WARNING::Fitting problem for feature 579 returning NA
#> 2026-06-19 09:38:24.90 INFO::Fitting model to feature number 580, ASV787
#> 2026-06-19 09:38:24.90 INFO::Fitting model to feature number 581, ASV788
#> 2026-06-19 09:38:24.91 INFO::Fitting model to feature number 582, ASV790
#> 2026-06-19 09:38:24.91 INFO::Fitting model to feature number 583, ASV792
#> 2026-06-19 09:38:24.92 INFO::Fitting model to feature number 584, ASV795
#> 2026-06-19 09:38:24.92 INFO::Fitting model to feature number 585, ASV796
#> 2026-06-19 09:38:24.92 INFO::Fitting model to feature number 586, ASV797
#> 2026-06-19 09:38:24.93 INFO::Fitting model to feature number 587, ASV798
#> 2026-06-19 09:38:24.94 INFO::Fitting model to feature number 588, ASV799
#> 2026-06-19 09:38:24.94 INFO::Fitting model to feature number 589, ASV801
#> 2026-06-19 09:38:24.94 INFO::Fitting model to feature number 590, ASV802
#> 2026-06-19 09:38:24.95 INFO::Fitting model to feature number 591, ASV803
#> 2026-06-19 09:38:24.95 INFO::Fitting model to feature number 592, ASV805
#> 2026-06-19 09:38:24.96 INFO::Fitting model to feature number 593, ASV807
#> 2026-06-19 09:38:24.96 INFO::Fitting model to feature number 594, ASV808
#> 2026-06-19 09:38:24.97 INFO::Fitting model to feature number 595, ASV810
#> 2026-06-19 09:38:24.97 INFO::Fitting model to feature number 596, ASV811
#> 2026-06-19 09:38:24.98 INFO::Fitting model to feature number 597, ASV814
#> 2026-06-19 09:38:24.98 INFO::Fitting model to feature number 598, ASV815
#> 2026-06-19 09:38:24.98 INFO::Fitting model to feature number 599, ASV816
#> 2026-06-19 09:38:24.98 INFO::Fitting model to feature number 600, ASV817
#> 2026-06-19 09:38:24.99 INFO::Fitting model to feature number 601, ASV819
#> 2026-06-19 09:38:24.99 INFO::Fitting model to feature number 602, ASV821
#> 2026-06-19 09:38:25.00 INFO::Fitting model to feature number 603, ASV822
#> 2026-06-19 09:38:25.01 INFO::Fitting model to feature number 604, ASV823
#> 2026-06-19 09:38:25.01 INFO::Fitting model to feature number 605, ASV824
#> 2026-06-19 09:38:25.02 INFO::Fitting model to feature number 606, ASV828
#> 2026-06-19 09:38:25.02 INFO::Fitting model to feature number 607, ASV829
#> 2026-06-19 09:38:25.03 INFO::Fitting model to feature number 608, ASV830
#> 2026-06-19 09:38:25.03 INFO::Fitting model to feature number 609, ASV831
#> 2026-06-19 09:38:25.03 INFO::Fitting model to feature number 610, ASV832
#> 2026-06-19 09:38:25.04 INFO::Fitting model to feature number 611, ASV834
#> 2026-06-19 09:38:25.05 INFO::Fitting model to feature number 612, ASV836
#> 2026-06-19 09:38:25.06 INFO::Fitting model to feature number 613, ASV837
#> 2026-06-19 09:38:25.06 INFO::Fitting model to feature number 614, ASV838
#> 2026-06-19 09:38:25.07 INFO::Fitting model to feature number 615, ASV839
#> 2026-06-19 09:38:25.07 INFO::Fitting model to feature number 616, ASV840
#> 2026-06-19 09:38:25.08 INFO::Fitting model to feature number 617, ASV841
#> 2026-06-19 09:38:25.08 INFO::Fitting model to feature number 618, ASV842
#> 2026-06-19 09:38:25.08 INFO::Fitting model to feature number 619, ASV843
#> 2026-06-19 09:38:25.09 INFO::Fitting model to feature number 620, ASV844
#> 2026-06-19 09:38:25.10 INFO::Fitting model to feature number 621, ASV845
#> 2026-06-19 09:38:25.10 INFO::Fitting model to feature number 622, ASV847
#> 2026-06-19 09:38:25.10 WARNING::Fitting problem for feature 622 returning NA
#> 2026-06-19 09:38:25.11 INFO::Fitting model to feature number 623, ASV848
#> 2026-06-19 09:38:25.11 INFO::Fitting model to feature number 624, ASV852
#> 2026-06-19 09:38:25.11 INFO::Fitting model to feature number 625, ASV853
#> 2026-06-19 09:38:25.12 INFO::Fitting model to feature number 626, ASV854
#> 2026-06-19 09:38:25.12 INFO::Fitting model to feature number 627, ASV855
#> 2026-06-19 09:38:25.12 INFO::Fitting model to feature number 628, ASV857
#> 2026-06-19 09:38:25.13 INFO::Fitting model to feature number 629, ASV858
#> 2026-06-19 09:38:25.13 INFO::Fitting model to feature number 630, ASV859
#> 2026-06-19 09:38:25.14 INFO::Fitting model to feature number 631, ASV860
#> 2026-06-19 09:38:25.14 INFO::Fitting model to feature number 632, ASV861
#> 2026-06-19 09:38:25.15 WARNING::Fitting problem for feature 632 returning NA
#> 2026-06-19 09:38:25.15 INFO::Fitting model to feature number 633, ASV863
#> 2026-06-19 09:38:25.15 INFO::Fitting model to feature number 634, ASV865
#> 2026-06-19 09:38:25.16 INFO::Fitting model to feature number 635, ASV870
#> 2026-06-19 09:38:25.16 INFO::Fitting model to feature number 636, ASV873
#> 2026-06-19 09:38:25.17 INFO::Fitting model to feature number 637, ASV874
#> 2026-06-19 09:38:25.17 INFO::Fitting model to feature number 638, ASV875
#> 2026-06-19 09:38:25.17 INFO::Fitting model to feature number 639, ASV876
#> 2026-06-19 09:38:25.18 INFO::Fitting model to feature number 640, ASV877
#> 2026-06-19 09:38:25.18 INFO::Fitting model to feature number 641, ASV878
#> 2026-06-19 09:38:25.18 INFO::Fitting model to feature number 642, ASV879
#> 2026-06-19 09:38:25.18 INFO::Fitting model to feature number 643, ASV880
#> 2026-06-19 09:38:25.19 INFO::Fitting model to feature number 644, ASV883
#> 2026-06-19 09:38:25.19 INFO::Fitting model to feature number 645, ASV884
#> 2026-06-19 09:38:25.20 INFO::Fitting model to feature number 646, ASV887
#> 2026-06-19 09:38:25.20 INFO::Fitting model to feature number 647, ASV888
#> 2026-06-19 09:38:25.21 INFO::Fitting model to feature number 648, ASV890
#> 2026-06-19 09:38:25.21 INFO::Fitting model to feature number 649, ASV891
#> 2026-06-19 09:38:25.21 INFO::Fitting model to feature number 650, ASV892
#> 2026-06-19 09:38:25.22 INFO::Fitting model to feature number 651, ASV895
#> 2026-06-19 09:38:25.22 INFO::Fitting model to feature number 652, ASV897
#> 2026-06-19 09:38:25.23 INFO::Fitting model to feature number 653, ASV898
#> 2026-06-19 09:38:25.23 INFO::Fitting model to feature number 654, ASV899
#> 2026-06-19 09:38:25.23 INFO::Fitting model to feature number 655, ASV901
#> 2026-06-19 09:38:25.24 INFO::Fitting model to feature number 656, ASV902
#> 2026-06-19 09:38:25.24 INFO::Fitting model to feature number 657, ASV903
#> 2026-06-19 09:38:25.24 WARNING::Fitting problem for feature 657 returning NA
#> 2026-06-19 09:38:25.24 INFO::Fitting model to feature number 658, ASV904
#> 2026-06-19 09:38:25.25 INFO::Fitting model to feature number 659, ASV905
#> 2026-06-19 09:38:25.25 INFO::Fitting model to feature number 660, ASV906
#> 2026-06-19 09:38:25.26 INFO::Fitting model to feature number 661, ASV907
#> 2026-06-19 09:38:25.26 WARNING::Fitting problem for feature 661 returning NA
#> 2026-06-19 09:38:25.26 INFO::Fitting model to feature number 662, ASV909
#> 2026-06-19 09:38:25.27 INFO::Fitting model to feature number 663, ASV910
#> 2026-06-19 09:38:25.27 INFO::Fitting model to feature number 664, ASV911
#> 2026-06-19 09:38:25.27 INFO::Fitting model to feature number 665, ASV913
#> 2026-06-19 09:38:25.27 INFO::Fitting model to feature number 666, ASV914
#> 2026-06-19 09:38:25.28 INFO::Fitting model to feature number 667, ASV915
#> 2026-06-19 09:38:25.28 INFO::Fitting model to feature number 668, ASV916
#> 2026-06-19 09:38:25.28 INFO::Fitting model to feature number 669, ASV917
#> 2026-06-19 09:38:25.29 INFO::Fitting model to feature number 670, ASV918
#> 2026-06-19 09:38:25.29 INFO::Fitting model to feature number 671, ASV919
#> 2026-06-19 09:38:25.29 INFO::Fitting model to feature number 672, ASV920
#> 2026-06-19 09:38:25.30 INFO::Fitting model to feature number 673, ASV921
#> 2026-06-19 09:38:25.30 INFO::Fitting model to feature number 674, ASV922
#> 2026-06-19 09:38:25.31 INFO::Fitting model to feature number 675, ASV923
#> 2026-06-19 09:38:25.31 INFO::Fitting model to feature number 676, ASV926
#> 2026-06-19 09:38:25.32 INFO::Fitting model to feature number 677, ASV927
#> 2026-06-19 09:38:25.32 INFO::Fitting model to feature number 678, ASV928
#> 2026-06-19 09:38:25.32 INFO::Fitting model to feature number 679, ASV930
#> 2026-06-19 09:38:25.33 INFO::Fitting model to feature number 680, ASV932
#> 2026-06-19 09:38:25.33 INFO::Fitting model to feature number 681, ASV934
#> 2026-06-19 09:38:25.33 INFO::Fitting model to feature number 682, ASV935
#> 2026-06-19 09:38:25.34 INFO::Fitting model to feature number 683, ASV936
#> 2026-06-19 09:38:25.34 INFO::Fitting model to feature number 684, ASV937
#> 2026-06-19 09:38:25.34 INFO::Fitting model to feature number 685, ASV938
#> 2026-06-19 09:38:25.35 INFO::Fitting model to feature number 686, ASV939
#> 2026-06-19 09:38:25.35 INFO::Fitting model to feature number 687, ASV940
#> 2026-06-19 09:38:25.36 INFO::Fitting model to feature number 688, ASV941
#> 2026-06-19 09:38:25.36 INFO::Fitting model to feature number 689, ASV942
#> 2026-06-19 09:38:25.36 INFO::Fitting model to feature number 690, ASV943
#> 2026-06-19 09:38:25.37 INFO::Fitting model to feature number 691, ASV945
#> 2026-06-19 09:38:25.37 INFO::Fitting model to feature number 692, ASV947
#> 2026-06-19 09:38:25.38 INFO::Fitting model to feature number 693, ASV948
#> 2026-06-19 09:38:25.38 INFO::Fitting model to feature number 694, ASV949
#> 2026-06-19 09:38:25.38 INFO::Fitting model to feature number 695, ASV950
#> 2026-06-19 09:38:25.39 INFO::Fitting model to feature number 696, ASV951
#> 2026-06-19 09:38:25.39 INFO::Fitting model to feature number 697, ASV953
#> 2026-06-19 09:38:25.39 INFO::Fitting model to feature number 698, ASV955
#> 2026-06-19 09:38:25.39 INFO::Fitting model to feature number 699, ASV958
#> 2026-06-19 09:38:25.40 INFO::Fitting model to feature number 700, ASV959
#> 2026-06-19 09:38:25.40 INFO::Fitting model to feature number 701, ASV961
#> 2026-06-19 09:38:25.40 INFO::Fitting model to feature number 702, ASV962
#> 2026-06-19 09:38:25.41 INFO::Fitting model to feature number 703, ASV963
#> 2026-06-19 09:38:25.41 INFO::Fitting model to feature number 704, ASV964
#> 2026-06-19 09:38:25.41 INFO::Fitting model to feature number 705, ASV966
#> 2026-06-19 09:38:25.42 INFO::Fitting model to feature number 706, ASV967
#> 2026-06-19 09:38:25.42 INFO::Fitting model to feature number 707, ASV969
#> 2026-06-19 09:38:25.43 INFO::Fitting model to feature number 708, ASV970
#> 2026-06-19 09:38:25.43 INFO::Fitting model to feature number 709, ASV971
#> 2026-06-19 09:38:25.43 INFO::Fitting model to feature number 710, ASV972
#> 2026-06-19 09:38:25.43 INFO::Fitting model to feature number 711, ASV973
#> 2026-06-19 09:38:25.44 INFO::Fitting model to feature number 712, ASV974
#> 2026-06-19 09:38:25.44 INFO::Fitting model to feature number 713, ASV975
#> 2026-06-19 09:38:25.44 INFO::Fitting model to feature number 714, ASV976
#> 2026-06-19 09:38:25.45 INFO::Fitting model to feature number 715, ASV977
#> 2026-06-19 09:38:25.45 INFO::Fitting model to feature number 716, ASV979
#> 2026-06-19 09:38:25.45 INFO::Fitting model to feature number 717, ASV980
#> 2026-06-19 09:38:25.46 INFO::Fitting model to feature number 718, ASV981
#> 2026-06-19 09:38:25.46 INFO::Fitting model to feature number 719, ASV983
#> 2026-06-19 09:38:25.47 INFO::Fitting model to feature number 720, ASV984
#> 2026-06-19 09:38:25.47 INFO::Fitting model to feature number 721, ASV986
#> 2026-06-19 09:38:25.48 INFO::Fitting model to feature number 722, ASV987
#> 2026-06-19 09:38:25.48 INFO::Fitting model to feature number 723, ASV988
#> 2026-06-19 09:38:25.48 INFO::Fitting model to feature number 724, ASV989
#> 2026-06-19 09:38:25.49 INFO::Fitting model to feature number 725, ASV990
#> 2026-06-19 09:38:25.49 INFO::Fitting model to feature number 726, ASV992
#> 2026-06-19 09:38:25.49 WARNING::Fitting problem for feature 726 returning NA
#> 2026-06-19 09:38:25.49 INFO::Fitting model to feature number 727, ASV993
#> 2026-06-19 09:38:25.50 INFO::Fitting model to feature number 728, ASV994
#> 2026-06-19 09:38:25.50 INFO::Fitting model to feature number 729, ASV995
#> 2026-06-19 09:38:25.50 INFO::Fitting model to feature number 730, ASV996
#> 2026-06-19 09:38:25.51 INFO::Fitting model to feature number 731, ASV997
#> 2026-06-19 09:38:25.51 INFO::Fitting model to feature number 732, ASV998
#> 2026-06-19 09:38:25.51 INFO::Fitting model to feature number 733, ASV999
#> 2026-06-19 09:38:25.51 INFO::Fitting model to feature number 734, ASV1001
#> 2026-06-19 09:38:25.52 INFO::Fitting model to feature number 735, ASV1002
#> 2026-06-19 09:38:25.52 INFO::Fitting model to feature number 736, ASV1003
#> 2026-06-19 09:38:25.53 INFO::Fitting model to feature number 737, ASV1004
#> 2026-06-19 09:38:25.53 INFO::Fitting model to feature number 738, ASV1005
#> 2026-06-19 09:38:25.53 INFO::Fitting model to feature number 739, ASV1006
#> 2026-06-19 09:38:25.54 INFO::Fitting model to feature number 740, ASV1007
#> 2026-06-19 09:38:25.54 INFO::Fitting model to feature number 741, ASV1008
#> 2026-06-19 09:38:25.55 INFO::Fitting model to feature number 742, ASV1010
#> 2026-06-19 09:38:25.55 INFO::Fitting model to feature number 743, ASV1011
#> 2026-06-19 09:38:25.55 INFO::Fitting model to feature number 744, ASV1014
#> 2026-06-19 09:38:25.56 INFO::Fitting model to feature number 745, ASV1015
#> 2026-06-19 09:38:25.56 WARNING::Fitting problem for feature 745 returning NA
#> 2026-06-19 09:38:25.56 INFO::Fitting model to feature number 746, ASV1016
#> 2026-06-19 09:38:25.57 INFO::Fitting model to feature number 747, ASV1017
#> 2026-06-19 09:38:25.57 INFO::Fitting model to feature number 748, ASV1018
#> 2026-06-19 09:38:25.57 INFO::Fitting model to feature number 749, ASV1020
#> 2026-06-19 09:38:25.58 INFO::Fitting model to feature number 750, ASV1021
#> 2026-06-19 09:38:25.58 INFO::Fitting model to feature number 751, ASV1022
#> 2026-06-19 09:38:25.58 INFO::Fitting model to feature number 752, ASV1023
#> 2026-06-19 09:38:25.58 INFO::Fitting model to feature number 753, ASV1024
#> 2026-06-19 09:38:25.59 INFO::Fitting model to feature number 754, ASV1025
#> 2026-06-19 09:38:25.59 INFO::Fitting model to feature number 755, ASV1026
#> 2026-06-19 09:38:25.59 INFO::Fitting model to feature number 756, ASV1027
#> 2026-06-19 09:38:25.59 INFO::Fitting model to feature number 757, ASV1028
#> 2026-06-19 09:38:25.60 INFO::Fitting model to feature number 758, ASV1029
#> 2026-06-19 09:38:25.60 INFO::Fitting model to feature number 759, ASV1030
#> 2026-06-19 09:38:25.60 INFO::Fitting model to feature number 760, ASV1031
#> 2026-06-19 09:38:25.61 INFO::Fitting model to feature number 761, ASV1032
#> 2026-06-19 09:38:25.61 INFO::Fitting model to feature number 762, ASV1035
#> 2026-06-19 09:38:25.64 INFO::Fitting model to feature number 763, ASV1036
#> 2026-06-19 09:38:25.64 INFO::Fitting model to feature number 764, ASV1037
#> 2026-06-19 09:38:25.64 INFO::Fitting model to feature number 765, ASV1038
#> 2026-06-19 09:38:25.65 INFO::Fitting model to feature number 766, ASV1039
#> 2026-06-19 09:38:25.65 INFO::Fitting model to feature number 767, ASV1040
#> 2026-06-19 09:38:25.65 INFO::Fitting model to feature number 768, ASV1041
#> 2026-06-19 09:38:25.66 INFO::Fitting model to feature number 769, ASV1042
#> 2026-06-19 09:38:25.66 INFO::Fitting model to feature number 770, ASV1044
#> 2026-06-19 09:38:25.66 INFO::Fitting model to feature number 771, ASV1046
#> 2026-06-19 09:38:25.67 INFO::Fitting model to feature number 772, ASV1047
#> 2026-06-19 09:38:25.67 INFO::Fitting model to feature number 773, ASV1048
#> 2026-06-19 09:38:25.68 INFO::Fitting model to feature number 774, ASV1049
#> 2026-06-19 09:38:25.68 INFO::Fitting model to feature number 775, ASV1052
#> 2026-06-19 09:38:25.68 INFO::Fitting model to feature number 776, ASV1053
#> 2026-06-19 09:38:25.69 INFO::Fitting model to feature number 777, ASV1057
#> 2026-06-19 09:38:25.69 INFO::Fitting model to feature number 778, ASV1058
#> 2026-06-19 09:38:25.70 INFO::Fitting model to feature number 779, ASV1059
#> 2026-06-19 09:38:25.70 INFO::Fitting model to feature number 780, ASV1063
#> 2026-06-19 09:38:25.70 INFO::Fitting model to feature number 781, ASV1065
#> 2026-06-19 09:38:25.71 INFO::Fitting model to feature number 782, ASV1066
#> 2026-06-19 09:38:25.71 INFO::Fitting model to feature number 783, ASV1067
#> 2026-06-19 09:38:25.72 INFO::Fitting model to feature number 784, ASV1068
#> 2026-06-19 09:38:25.72 INFO::Fitting model to feature number 785, ASV1069
#> 2026-06-19 09:38:25.72 INFO::Fitting model to feature number 786, ASV1070
#> 2026-06-19 09:38:25.72 INFO::Fitting model to feature number 787, ASV1071
#> 2026-06-19 09:38:25.73 INFO::Fitting model to feature number 788, ASV1072
#> 2026-06-19 09:38:25.73 INFO::Fitting model to feature number 789, ASV1073
#> 2026-06-19 09:38:25.73 INFO::Fitting model to feature number 790, ASV1074
#> 2026-06-19 09:38:25.74 INFO::Fitting model to feature number 791, ASV1076
#> 2026-06-19 09:38:25.74 INFO::Fitting model to feature number 792, ASV1078
#> 2026-06-19 09:38:25.74 INFO::Fitting model to feature number 793, ASV1079
#> 2026-06-19 09:38:25.75 INFO::Fitting model to feature number 794, ASV1082
#> 2026-06-19 09:38:25.75 INFO::Fitting model to feature number 795, ASV1084
#> 2026-06-19 09:38:25.75 INFO::Fitting model to feature number 796, ASV1085
#> 2026-06-19 09:38:25.76 INFO::Fitting model to feature number 797, ASV1086
#> 2026-06-19 09:38:25.76 INFO::Fitting model to feature number 798, ASV1087
#> 2026-06-19 09:38:25.77 INFO::Fitting model to feature number 799, ASV1090
#> 2026-06-19 09:38:25.77 INFO::Fitting model to feature number 800, ASV1091
#> 2026-06-19 09:38:25.77 WARNING::Fitting problem for feature 800 returning NA
#> 2026-06-19 09:38:25.77 INFO::Fitting model to feature number 801, ASV1093
#> 2026-06-19 09:38:25.78 INFO::Fitting model to feature number 802, ASV1095
#> 2026-06-19 09:38:25.78 INFO::Fitting model to feature number 803, ASV1096
#> 2026-06-19 09:38:25.79 INFO::Fitting model to feature number 804, ASV1097
#> 2026-06-19 09:38:25.79 INFO::Fitting model to feature number 805, ASV1099
#> 2026-06-19 09:38:25.79 INFO::Fitting model to feature number 806, ASV1100
#> 2026-06-19 09:38:25.80 INFO::Fitting model to feature number 807, ASV1101
#> 2026-06-19 09:38:25.80 INFO::Fitting model to feature number 808, ASV1103
#> 2026-06-19 09:38:25.81 INFO::Fitting model to feature number 809, ASV1105
#> 2026-06-19 09:38:25.81 INFO::Fitting model to feature number 810, ASV1107
#> 2026-06-19 09:38:25.81 INFO::Fitting model to feature number 811, ASV1108
#> 2026-06-19 09:38:25.82 INFO::Fitting model to feature number 812, ASV1109
#> 2026-06-19 09:38:25.82 INFO::Fitting model to feature number 813, ASV1110
#> 2026-06-19 09:38:25.82 INFO::Fitting model to feature number 814, ASV1111
#> 2026-06-19 09:38:25.83 INFO::Fitting model to feature number 815, ASV1112
#> 2026-06-19 09:38:25.83 INFO::Fitting model to feature number 816, ASV1114
#> 2026-06-19 09:38:25.84 INFO::Fitting model to feature number 817, ASV1115
#> 2026-06-19 09:38:25.84 INFO::Fitting model to feature number 818, ASV1116
#> 2026-06-19 09:38:25.84 INFO::Fitting model to feature number 819, ASV1120
#> 2026-06-19 09:38:25.84 INFO::Fitting model to feature number 820, ASV1121
#> 2026-06-19 09:38:25.85 INFO::Fitting model to feature number 821, ASV1122
#> 2026-06-19 09:38:25.85 INFO::Fitting model to feature number 822, ASV1125
#> 2026-06-19 09:38:25.86 INFO::Fitting model to feature number 823, ASV1126
#> 2026-06-19 09:38:25.86 INFO::Fitting model to feature number 824, ASV1127
#> 2026-06-19 09:38:25.86 INFO::Fitting model to feature number 825, ASV1128
#> 2026-06-19 09:38:25.87 INFO::Fitting model to feature number 826, ASV1129
#> 2026-06-19 09:38:25.87 INFO::Fitting model to feature number 827, ASV1131
#> 2026-06-19 09:38:25.87 INFO::Fitting model to feature number 828, ASV1132
#> 2026-06-19 09:38:25.88 WARNING::Fitting problem for feature 828 returning NA
#> 2026-06-19 09:38:25.88 INFO::Fitting model to feature number 829, ASV1133
#> 2026-06-19 09:38:25.88 INFO::Fitting model to feature number 830, ASV1134
#> 2026-06-19 09:38:25.88 WARNING::Fitting problem for feature 830 returning NA
#> 2026-06-19 09:38:25.89 INFO::Fitting model to feature number 831, ASV1135
#> 2026-06-19 09:38:25.89 INFO::Fitting model to feature number 832, ASV1137
#> 2026-06-19 09:38:25.89 INFO::Fitting model to feature number 833, ASV1138
#> 2026-06-19 09:38:25.90 INFO::Fitting model to feature number 834, ASV1139
#> 2026-06-19 09:38:25.90 INFO::Fitting model to feature number 835, ASV1141
#> 2026-06-19 09:38:25.90 INFO::Fitting model to feature number 836, ASV1143
#> 2026-06-19 09:38:25.90 INFO::Fitting model to feature number 837, ASV1144
#> 2026-06-19 09:38:25.91 INFO::Fitting model to feature number 838, ASV1146
#> 2026-06-19 09:38:25.91 INFO::Fitting model to feature number 839, ASV1147
#> 2026-06-19 09:38:25.92 INFO::Fitting model to feature number 840, ASV1148
#> 2026-06-19 09:38:25.92 INFO::Fitting model to feature number 841, ASV1150
#> 2026-06-19 09:38:25.92 INFO::Fitting model to feature number 842, ASV1151
#> 2026-06-19 09:38:25.93 INFO::Fitting model to feature number 843, ASV1152
#> 2026-06-19 09:38:25.93 INFO::Fitting model to feature number 844, ASV1154
#> 2026-06-19 09:38:25.94 INFO::Fitting model to feature number 845, ASV1155
#> 2026-06-19 09:38:25.94 INFO::Fitting model to feature number 846, ASV1156
#> 2026-06-19 09:38:25.94 INFO::Fitting model to feature number 847, ASV1158
#> 2026-06-19 09:38:25.94 INFO::Fitting model to feature number 848, ASV1159
#> 2026-06-19 09:38:25.95 WARNING::Fitting problem for feature 848 returning NA
#> 2026-06-19 09:38:25.95 INFO::Fitting model to feature number 849, ASV1160
#> 2026-06-19 09:38:25.95 INFO::Fitting model to feature number 850, ASV1161
#> 2026-06-19 09:38:25.96 INFO::Fitting model to feature number 851, ASV1162
#> 2026-06-19 09:38:25.96 INFO::Fitting model to feature number 852, ASV1163
#> 2026-06-19 09:38:25.97 INFO::Fitting model to feature number 853, ASV1164
#> 2026-06-19 09:38:25.97 INFO::Fitting model to feature number 854, ASV1165
#> 2026-06-19 09:38:25.98 WARNING::Fitting problem for feature 854 returning NA
#> 2026-06-19 09:38:25.98 INFO::Fitting model to feature number 855, ASV1167
#> 2026-06-19 09:38:25.98 INFO::Fitting model to feature number 856, ASV1168
#> 2026-06-19 09:38:25.99 INFO::Fitting model to feature number 857, ASV1169
#> 2026-06-19 09:38:25.99 WARNING::Fitting problem for feature 857 returning NA
#> 2026-06-19 09:38:25.99 INFO::Fitting model to feature number 858, ASV1171
#> 2026-06-19 09:38:26.00 INFO::Fitting model to feature number 859, ASV1172
#> 2026-06-19 09:38:26.00 INFO::Fitting model to feature number 860, ASV1173
#> 2026-06-19 09:38:26.01 INFO::Fitting model to feature number 861, ASV1175
#> 2026-06-19 09:38:26.01 INFO::Fitting model to feature number 862, ASV1176
#> 2026-06-19 09:38:26.02 INFO::Fitting model to feature number 863, ASV1177
#> 2026-06-19 09:38:26.02 INFO::Fitting model to feature number 864, ASV1179
#> 2026-06-19 09:38:26.02 WARNING::Fitting problem for feature 864 returning NA
#> 2026-06-19 09:38:26.03 INFO::Fitting model to feature number 865, ASV1180
#> 2026-06-19 09:38:26.03 INFO::Fitting model to feature number 866, ASV1182
#> 2026-06-19 09:38:26.03 INFO::Fitting model to feature number 867, ASV1184
#> 2026-06-19 09:38:26.03 INFO::Fitting model to feature number 868, ASV1185
#> 2026-06-19 09:38:26.04 INFO::Fitting model to feature number 869, ASV1186
#> 2026-06-19 09:38:26.04 INFO::Fitting model to feature number 870, ASV1187
#> 2026-06-19 09:38:26.05 INFO::Fitting model to feature number 871, ASV1189
#> 2026-06-19 09:38:26.05 INFO::Fitting model to feature number 872, ASV1190
#> 2026-06-19 09:38:26.06 INFO::Fitting model to feature number 873, ASV1192
#> 2026-06-19 09:38:26.06 INFO::Fitting model to feature number 874, ASV1193
#> 2026-06-19 09:38:26.07 INFO::Fitting model to feature number 875, ASV1194
#> 2026-06-19 09:38:26.07 INFO::Fitting model to feature number 876, ASV1195
#> 2026-06-19 09:38:26.08 INFO::Fitting model to feature number 877, ASV1198
#> 2026-06-19 09:38:26.08 INFO::Fitting model to feature number 878, ASV1199
#> 2026-06-19 09:38:26.09 INFO::Fitting model to feature number 879, ASV1200
#> 2026-06-19 09:38:26.09 INFO::Fitting model to feature number 880, ASV1203
#> 2026-06-19 09:38:26.09 INFO::Fitting model to feature number 881, ASV1204
#> 2026-06-19 09:38:26.10 INFO::Fitting model to feature number 882, ASV1205
#> 2026-06-19 09:38:26.10 INFO::Fitting model to feature number 883, ASV1206
#> 2026-06-19 09:38:26.11 INFO::Fitting model to feature number 884, ASV1208
#> 2026-06-19 09:38:26.11 INFO::Fitting model to feature number 885, ASV1209
#> 2026-06-19 09:38:26.11 INFO::Fitting model to feature number 886, ASV1210
#> 2026-06-19 09:38:26.12 INFO::Fitting model to feature number 887, ASV1211
#> 2026-06-19 09:38:26.12 INFO::Fitting model to feature number 888, ASV1212
#> 2026-06-19 09:38:26.13 INFO::Fitting model to feature number 889, ASV1213
#> 2026-06-19 09:38:26.13 INFO::Fitting model to feature number 890, ASV1214
#> 2026-06-19 09:38:26.13 INFO::Fitting model to feature number 891, ASV1216
#> 2026-06-19 09:38:26.14 INFO::Fitting model to feature number 892, ASV1217
#> 2026-06-19 09:38:26.14 INFO::Fitting model to feature number 893, ASV1218
#> 2026-06-19 09:38:26.14 INFO::Fitting model to feature number 894, ASV1219
#> 2026-06-19 09:38:26.15 INFO::Fitting model to feature number 895, ASV1221
#> 2026-06-19 09:38:26.15 WARNING::Fitting problem for feature 895 returning NA
#> 2026-06-19 09:38:26.15 INFO::Fitting model to feature number 896, ASV1223
#> 2026-06-19 09:38:26.16 INFO::Fitting model to feature number 897, ASV1224
#> 2026-06-19 09:38:26.16 INFO::Fitting model to feature number 898, ASV1225
#> 2026-06-19 09:38:26.16 INFO::Fitting model to feature number 899, ASV1227
#> 2026-06-19 09:38:26.17 INFO::Fitting model to feature number 900, ASV1228
#> 2026-06-19 09:38:26.17 INFO::Fitting model to feature number 901, ASV1229
#> 2026-06-19 09:38:26.17 WARNING::Fitting problem for feature 901 returning NA
#> 2026-06-19 09:38:26.17 INFO::Fitting model to feature number 902, ASV1230
#> 2026-06-19 09:38:26.18 INFO::Fitting model to feature number 903, ASV1231
#> 2026-06-19 09:38:26.18 INFO::Fitting model to feature number 904, ASV1232
#> 2026-06-19 09:38:26.19 INFO::Fitting model to feature number 905, ASV1233
#> 2026-06-19 09:38:26.19 INFO::Fitting model to feature number 906, ASV1234
#> 2026-06-19 09:38:26.19 WARNING::Fitting problem for feature 906 returning NA
#> 2026-06-19 09:38:26.20 INFO::Fitting model to feature number 907, ASV1236
#> 2026-06-19 09:38:26.20 INFO::Fitting model to feature number 908, ASV1238
#> 2026-06-19 09:38:26.20 INFO::Fitting model to feature number 909, ASV1239
#> 2026-06-19 09:38:26.21 INFO::Fitting model to feature number 910, ASV1241
#> 2026-06-19 09:38:26.21 INFO::Fitting model to feature number 911, ASV1242
#> 2026-06-19 09:38:26.21 INFO::Fitting model to feature number 912, ASV1243
#> 2026-06-19 09:38:26.22 INFO::Fitting model to feature number 913, ASV1245
#> 2026-06-19 09:38:26.22 INFO::Fitting model to feature number 914, ASV1246
#> 2026-06-19 09:38:26.23 INFO::Fitting model to feature number 915, ASV1247
#> 2026-06-19 09:38:26.23 INFO::Fitting model to feature number 916, ASV1251
#> 2026-06-19 09:38:26.23 INFO::Fitting model to feature number 917, ASV1252
#> 2026-06-19 09:38:26.24 INFO::Fitting model to feature number 918, ASV1253
#> 2026-06-19 09:38:26.24 INFO::Fitting model to feature number 919, ASV1254
#> 2026-06-19 09:38:26.25 INFO::Fitting model to feature number 920, ASV1257
#> 2026-06-19 09:38:26.25 INFO::Fitting model to feature number 921, ASV1258
#> 2026-06-19 09:38:26.25 INFO::Fitting model to feature number 922, ASV1259
#> 2026-06-19 09:38:26.25 INFO::Fitting model to feature number 923, ASV1260
#> 2026-06-19 09:38:26.26 INFO::Fitting model to feature number 924, ASV1261
#> 2026-06-19 09:38:26.26 INFO::Fitting model to feature number 925, ASV1262
#> 2026-06-19 09:38:26.26 INFO::Fitting model to feature number 926, ASV1263
#> 2026-06-19 09:38:26.27 INFO::Fitting model to feature number 927, ASV1264
#> 2026-06-19 09:38:26.27 INFO::Fitting model to feature number 928, ASV1265
#> 2026-06-19 09:38:26.27 INFO::Fitting model to feature number 929, ASV1267
#> 2026-06-19 09:38:26.28 INFO::Fitting model to feature number 930, ASV1268
#> 2026-06-19 09:38:26.28 INFO::Fitting model to feature number 931, ASV1269
#> 2026-06-19 09:38:26.28 INFO::Fitting model to feature number 932, ASV1270
#> 2026-06-19 09:38:26.29 INFO::Fitting model to feature number 933, ASV1271
#> 2026-06-19 09:38:26.29 INFO::Fitting model to feature number 934, ASV1272
#> 2026-06-19 09:38:26.29 INFO::Fitting model to feature number 935, ASV1273
#> 2026-06-19 09:38:26.29 INFO::Fitting model to feature number 936, ASV1274
#> 2026-06-19 09:38:26.30 INFO::Fitting model to feature number 937, ASV1275
#> 2026-06-19 09:38:26.30 INFO::Fitting model to feature number 938, ASV1276
#> 2026-06-19 09:38:26.30 INFO::Fitting model to feature number 939, ASV1278
#> 2026-06-19 09:38:26.31 INFO::Fitting model to feature number 940, ASV1279
#> 2026-06-19 09:38:26.31 INFO::Fitting model to feature number 941, ASV1282
#> 2026-06-19 09:38:26.32 INFO::Fitting model to feature number 942, ASV1283
#> 2026-06-19 09:38:26.32 INFO::Fitting model to feature number 943, ASV1284
#> 2026-06-19 09:38:26.32 INFO::Fitting model to feature number 944, ASV1285
#> 2026-06-19 09:38:26.32 INFO::Fitting model to feature number 945, ASV1286
#> 2026-06-19 09:38:26.33 INFO::Fitting model to feature number 946, ASV1287
#> 2026-06-19 09:38:26.33 INFO::Fitting model to feature number 947, ASV1288
#> 2026-06-19 09:38:26.33 INFO::Fitting model to feature number 948, ASV1289
#> 2026-06-19 09:38:26.34 INFO::Fitting model to feature number 949, ASV1290
#> 2026-06-19 09:38:26.34 INFO::Fitting model to feature number 950, ASV1293
#> 2026-06-19 09:38:26.35 INFO::Fitting model to feature number 951, ASV1294
#> 2026-06-19 09:38:26.35 INFO::Fitting model to feature number 952, ASV1296
#> 2026-06-19 09:38:26.35 INFO::Fitting model to feature number 953, ASV1297
#> 2026-06-19 09:38:26.36 INFO::Fitting model to feature number 954, ASV1300
#> 2026-06-19 09:38:26.36 INFO::Fitting model to feature number 955, ASV1301
#> 2026-06-19 09:38:26.37 INFO::Fitting model to feature number 956, ASV1302
#> 2026-06-19 09:38:26.37 INFO::Fitting model to feature number 957, ASV1303
#> 2026-06-19 09:38:26.37 INFO::Fitting model to feature number 958, ASV1304
#> 2026-06-19 09:38:26.38 INFO::Fitting model to feature number 959, ASV1305
#> 2026-06-19 09:38:26.38 INFO::Fitting model to feature number 960, ASV1307
#> 2026-06-19 09:38:26.38 INFO::Fitting model to feature number 961, ASV1310
#> 2026-06-19 09:38:26.39 INFO::Fitting model to feature number 962, ASV1311
#> 2026-06-19 09:38:26.39 INFO::Fitting model to feature number 963, ASV1312
#> 2026-06-19 09:38:26.40 INFO::Fitting model to feature number 964, ASV1313
#> 2026-06-19 09:38:26.40 INFO::Fitting model to feature number 965, ASV1314
#> 2026-06-19 09:38:26.40 INFO::Fitting model to feature number 966, ASV1315
#> 2026-06-19 09:38:26.41 INFO::Fitting model to feature number 967, ASV1316
#> 2026-06-19 09:38:26.41 INFO::Fitting model to feature number 968, ASV1317
#> 2026-06-19 09:38:26.42 INFO::Fitting model to feature number 969, ASV1319
#> 2026-06-19 09:38:26.42 INFO::Fitting model to feature number 970, ASV1320
#> 2026-06-19 09:38:26.42 INFO::Fitting model to feature number 971, ASV1321
#> 2026-06-19 09:38:26.43 INFO::Fitting model to feature number 972, ASV1323
#> 2026-06-19 09:38:26.43 INFO::Fitting model to feature number 973, ASV1326
#> 2026-06-19 09:38:26.43 INFO::Fitting model to feature number 974, ASV1327
#> 2026-06-19 09:38:26.44 INFO::Fitting model to feature number 975, ASV1328
#> 2026-06-19 09:38:26.44 INFO::Fitting model to feature number 976, ASV1330
#> 2026-06-19 09:38:26.45 INFO::Fitting model to feature number 977, ASV1332
#> 2026-06-19 09:38:26.45 INFO::Fitting model to feature number 978, ASV1334
#> 2026-06-19 09:38:26.45 INFO::Fitting model to feature number 979, ASV1335
#> 2026-06-19 09:38:26.46 INFO::Fitting model to feature number 980, ASV1336
#> 2026-06-19 09:38:26.46 INFO::Fitting model to feature number 981, ASV1337
#> 2026-06-19 09:38:26.47 INFO::Fitting model to feature number 982, ASV1338
#> 2026-06-19 09:38:26.47 INFO::Fitting model to feature number 983, ASV1340
#> 2026-06-19 09:38:26.47 INFO::Fitting model to feature number 984, ASV1341
#> 2026-06-19 09:38:26.48 INFO::Fitting model to feature number 985, ASV1342
#> 2026-06-19 09:38:26.48 INFO::Fitting model to feature number 986, ASV1345
#> 2026-06-19 09:38:26.49 INFO::Fitting model to feature number 987, ASV1350
#> 2026-06-19 09:38:26.49 INFO::Fitting model to feature number 988, ASV1351
#> 2026-06-19 09:38:26.49 INFO::Fitting model to feature number 989, ASV1352
#> 2026-06-19 09:38:26.50 INFO::Fitting model to feature number 990, ASV1353
#> 2026-06-19 09:38:26.50 INFO::Fitting model to feature number 991, ASV1355
#> 2026-06-19 09:38:26.51 INFO::Fitting model to feature number 992, ASV1356
#> 2026-06-19 09:38:26.51 INFO::Fitting model to feature number 993, ASV1359
#> 2026-06-19 09:38:26.51 INFO::Fitting model to feature number 994, ASV1360
#> 2026-06-19 09:38:26.52 INFO::Fitting model to feature number 995, ASV1361
#> 2026-06-19 09:38:26.52 INFO::Fitting model to feature number 996, ASV1362
#> 2026-06-19 09:38:26.53 INFO::Fitting model to feature number 997, ASV1363
#> 2026-06-19 09:38:26.53 INFO::Fitting model to feature number 998, ASV1365
#> 2026-06-19 09:38:26.54 INFO::Fitting model to feature number 999, ASV1366
#> 2026-06-19 09:38:26.54 INFO::Fitting model to feature number 1000, ASV1367
#> 2026-06-19 09:38:26.54 INFO::Fitting model to feature number 1001, ASV1368
#> 2026-06-19 09:38:26.55 INFO::Fitting model to feature number 1002, ASV1369
#> 2026-06-19 09:38:26.55 INFO::Fitting model to feature number 1003, ASV1370
#> 2026-06-19 09:38:26.55 INFO::Fitting model to feature number 1004, ASV1371
#> 2026-06-19 09:38:26.55 WARNING::Fitting problem for feature 1004 returning NA
#> 2026-06-19 09:38:26.56 INFO::Fitting model to feature number 1005, ASV1372
#> 2026-06-19 09:38:26.56 INFO::Fitting model to feature number 1006, ASV1373
#> 2026-06-19 09:38:26.56 INFO::Fitting model to feature number 1007, ASV1374
#> 2026-06-19 09:38:26.56 INFO::Fitting model to feature number 1008, ASV1375
#> 2026-06-19 09:38:26.57 INFO::Fitting model to feature number 1009, ASV1376
#> 2026-06-19 09:38:26.57 INFO::Fitting model to feature number 1010, ASV1378
#> 2026-06-19 09:38:26.57 INFO::Fitting model to feature number 1011, ASV1379
#> 2026-06-19 09:38:26.58 INFO::Fitting model to feature number 1012, ASV1380
#> 2026-06-19 09:38:26.58 INFO::Fitting model to feature number 1013, ASV1381
#> 2026-06-19 09:38:26.58 INFO::Fitting model to feature number 1014, ASV1384
#> 2026-06-19 09:38:26.58 INFO::Fitting model to feature number 1015, ASV1386
#> 2026-06-19 09:38:26.59 INFO::Fitting model to feature number 1016, ASV1387
#> 2026-06-19 09:38:26.59 INFO::Fitting model to feature number 1017, ASV1388
#> 2026-06-19 09:38:26.59 WARNING::Fitting problem for feature 1017 returning NA
#> 2026-06-19 09:38:26.59 INFO::Fitting model to feature number 1018, ASV1389
#> 2026-06-19 09:38:26.60 INFO::Fitting model to feature number 1019, ASV1390
#> 2026-06-19 09:38:26.60 INFO::Fitting model to feature number 1020, ASV1392
#> 2026-06-19 09:38:26.61 INFO::Fitting model to feature number 1021, ASV1393
#> 2026-06-19 09:38:26.61 INFO::Fitting model to feature number 1022, ASV1396
#> 2026-06-19 09:38:26.61 INFO::Fitting model to feature number 1023, ASV1397
#> 2026-06-19 09:38:26.61 INFO::Fitting model to feature number 1024, ASV1398
#> 2026-06-19 09:38:26.62 INFO::Fitting model to feature number 1025, ASV1399
#> 2026-06-19 09:38:26.62 WARNING::Fitting problem for feature 1025 returning NA
#> 2026-06-19 09:38:26.62 INFO::Fitting model to feature number 1026, ASV1400
#> 2026-06-19 09:38:26.62 INFO::Fitting model to feature number 1027, ASV1401
#> 2026-06-19 09:38:26.63 INFO::Fitting model to feature number 1028, ASV1403
#> 2026-06-19 09:38:26.63 INFO::Fitting model to feature number 1029, ASV1404
#> 2026-06-19 09:38:26.63 INFO::Fitting model to feature number 1030, ASV1406
#> 2026-06-19 09:38:26.64 INFO::Fitting model to feature number 1031, ASV1408
#> 2026-06-19 09:38:26.64 INFO::Fitting model to feature number 1032, ASV1409
#> 2026-06-19 09:38:26.64 INFO::Fitting model to feature number 1033, ASV1410
#> 2026-06-19 09:38:26.65 INFO::Fitting model to feature number 1034, ASV1412
#> 2026-06-19 09:38:26.65 INFO::Fitting model to feature number 1035, ASV1413
#> 2026-06-19 09:38:26.65 INFO::Fitting model to feature number 1036, ASV1414
#> 2026-06-19 09:38:26.66 INFO::Fitting model to feature number 1037, ASV1415
#> 2026-06-19 09:38:26.66 WARNING::Fitting problem for feature 1037 returning NA
#> 2026-06-19 09:38:26.66 INFO::Fitting model to feature number 1038, ASV1418
#> 2026-06-19 09:38:26.66 INFO::Fitting model to feature number 1039, ASV1419
#> 2026-06-19 09:38:26.67 INFO::Fitting model to feature number 1040, ASV1420
#> 2026-06-19 09:38:26.67 INFO::Fitting model to feature number 1041, ASV1421
#> 2026-06-19 09:38:26.68 INFO::Fitting model to feature number 1042, ASV1422
#> 2026-06-19 09:38:26.68 INFO::Fitting model to feature number 1043, ASV1423
#> 2026-06-19 09:38:26.68 WARNING::Fitting problem for feature 1043 returning NA
#> 2026-06-19 09:38:26.68 INFO::Fitting model to feature number 1044, ASV1424
#> 2026-06-19 09:38:26.68 INFO::Fitting model to feature number 1045, ASV1425
#> 2026-06-19 09:38:26.69 INFO::Fitting model to feature number 1046, ASV1427
#> 2026-06-19 09:38:26.69 INFO::Fitting model to feature number 1047, ASV1428
#> 2026-06-19 09:38:26.70 INFO::Fitting model to feature number 1048, ASV1430
#> 2026-06-19 09:38:26.70 INFO::Fitting model to feature number 1049, ASV1433
#> 2026-06-19 09:38:26.70 INFO::Fitting model to feature number 1050, ASV1434
#> 2026-06-19 09:38:26.70 INFO::Fitting model to feature number 1051, ASV1435
#> 2026-06-19 09:38:26.71 INFO::Fitting model to feature number 1052, ASV1436
#> 2026-06-19 09:38:26.71 WARNING::Fitting problem for feature 1052 returning NA
#> 2026-06-19 09:38:26.71 INFO::Fitting model to feature number 1053, ASV1437
#> 2026-06-19 09:38:26.71 INFO::Fitting model to feature number 1054, ASV1438
#> 2026-06-19 09:38:26.72 INFO::Fitting model to feature number 1055, ASV1442
#> 2026-06-19 09:38:26.72 INFO::Fitting model to feature number 1056, ASV1443
#> 2026-06-19 09:38:26.72 INFO::Fitting model to feature number 1057, ASV1449
#> 2026-06-19 09:38:26.73 INFO::Fitting model to feature number 1058, ASV1450
#> 2026-06-19 09:38:26.73 INFO::Fitting model to feature number 1059, ASV1452
#> 2026-06-19 09:38:26.73 INFO::Fitting model to feature number 1060, ASV1454
#> 2026-06-19 09:38:26.73 INFO::Fitting model to feature number 1061, ASV1455
#> 2026-06-19 09:38:26.74 INFO::Fitting model to feature number 1062, ASV1458
#> 2026-06-19 09:38:26.74 INFO::Fitting model to feature number 1063, ASV1459
#> 2026-06-19 09:38:26.74 INFO::Fitting model to feature number 1064, ASV1460
#> 2026-06-19 09:38:26.77 INFO::Fitting model to feature number 1065, ASV1461
#> 2026-06-19 09:38:26.77 INFO::Fitting model to feature number 1066, ASV1462
#> 2026-06-19 09:38:26.78 INFO::Fitting model to feature number 1067, ASV1463
#> 2026-06-19 09:38:26.78 INFO::Fitting model to feature number 1068, ASV1466
#> 2026-06-19 09:38:26.78 INFO::Fitting model to feature number 1069, ASV1467
#> 2026-06-19 09:38:26.79 INFO::Fitting model to feature number 1070, ASV1468
#> 2026-06-19 09:38:26.79 INFO::Fitting model to feature number 1071, ASV1469
#> 2026-06-19 09:38:26.80 WARNING::Fitting problem for feature 1071 returning NA
#> 2026-06-19 09:38:26.80 INFO::Fitting model to feature number 1072, ASV1472
#> 2026-06-19 09:38:26.80 INFO::Fitting model to feature number 1073, ASV1477
#> 2026-06-19 09:38:26.80 INFO::Fitting model to feature number 1074, ASV1478
#> 2026-06-19 09:38:26.81 INFO::Fitting model to feature number 1075, ASV1479
#> 2026-06-19 09:38:26.81 INFO::Fitting model to feature number 1076, ASV1483
#> 2026-06-19 09:38:26.81 INFO::Fitting model to feature number 1077, ASV1484
#> 2026-06-19 09:38:26.82 INFO::Fitting model to feature number 1078, ASV1486
#> 2026-06-19 09:38:26.82 INFO::Fitting model to feature number 1079, ASV1487
#> 2026-06-19 09:38:26.83 INFO::Fitting model to feature number 1080, ASV1488
#> 2026-06-19 09:38:26.83 INFO::Fitting model to feature number 1081, ASV1490
#> 2026-06-19 09:38:26.83 INFO::Fitting model to feature number 1082, ASV1492
#> 2026-06-19 09:38:26.83 INFO::Fitting model to feature number 1083, ASV1493
#> 2026-06-19 09:38:26.84 INFO::Fitting model to feature number 1084, ASV1494
#> 2026-06-19 09:38:26.84 INFO::Fitting model to feature number 1085, ASV1495
#> 2026-06-19 09:38:26.85 INFO::Fitting model to feature number 1086, ASV1496
#> 2026-06-19 09:38:26.85 INFO::Fitting model to feature number 1087, ASV1497
#> 2026-06-19 09:38:26.86 INFO::Fitting model to feature number 1088, ASV1498
#> 2026-06-19 09:38:26.86 INFO::Fitting model to feature number 1089, ASV1500
#> 2026-06-19 09:38:26.86 INFO::Fitting model to feature number 1090, ASV1501
#> 2026-06-19 09:38:26.87 INFO::Fitting model to feature number 1091, ASV1502
#> 2026-06-19 09:38:26.87 INFO::Fitting model to feature number 1092, ASV1503
#> 2026-06-19 09:38:26.87 INFO::Fitting model to feature number 1093, ASV1504
#> 2026-06-19 09:38:26.87 WARNING::Fitting problem for feature 1093 returning NA
#> 2026-06-19 09:38:26.88 INFO::Fitting model to feature number 1094, ASV1507
#> 2026-06-19 09:38:26.88 INFO::Fitting model to feature number 1095, ASV1509
#> 2026-06-19 09:38:26.88 INFO::Fitting model to feature number 1096, ASV1510
#> 2026-06-19 09:38:26.88 INFO::Fitting model to feature number 1097, ASV1513
#> 2026-06-19 09:38:26.89 INFO::Fitting model to feature number 1098, ASV1515
#> 2026-06-19 09:38:26.89 INFO::Fitting model to feature number 1099, ASV1516
#> 2026-06-19 09:38:26.89 INFO::Fitting model to feature number 1100, ASV1517
#> 2026-06-19 09:38:26.90 INFO::Fitting model to feature number 1101, ASV1518
#> 2026-06-19 09:38:26.90 INFO::Fitting model to feature number 1102, ASV1521
#> 2026-06-19 09:38:26.90 INFO::Fitting model to feature number 1103, ASV1523
#> 2026-06-19 09:38:26.91 INFO::Fitting model to feature number 1104, ASV1525
#> 2026-06-19 09:38:26.91 INFO::Fitting model to feature number 1105, ASV1526
#> 2026-06-19 09:38:26.91 INFO::Fitting model to feature number 1106, ASV1527
#> 2026-06-19 09:38:26.91 INFO::Fitting model to feature number 1107, ASV1528
#> 2026-06-19 09:38:26.92 INFO::Fitting model to feature number 1108, ASV1531
#> 2026-06-19 09:38:26.92 INFO::Fitting model to feature number 1109, ASV1532
#> 2026-06-19 09:38:26.92 INFO::Fitting model to feature number 1110, ASV1533
#> 2026-06-19 09:38:26.93 INFO::Fitting model to feature number 1111, ASV1534
#> 2026-06-19 09:38:26.93 WARNING::Fitting problem for feature 1111 returning NA
#> 2026-06-19 09:38:26.93 INFO::Fitting model to feature number 1112, ASV1536
#> 2026-06-19 09:38:26.93 INFO::Fitting model to feature number 1113, ASV1537
#> 2026-06-19 09:38:26.94 INFO::Fitting model to feature number 1114, ASV1542
#> 2026-06-19 09:38:26.94 INFO::Fitting model to feature number 1115, ASV1543
#> 2026-06-19 09:38:26.94 INFO::Fitting model to feature number 1116, ASV1544
#> 2026-06-19 09:38:26.94 INFO::Fitting model to feature number 1117, ASV1545
#> 2026-06-19 09:38:26.95 INFO::Fitting model to feature number 1118, ASV1548
#> 2026-06-19 09:38:26.95 INFO::Fitting model to feature number 1119, ASV1549
#> 2026-06-19 09:38:26.95 INFO::Fitting model to feature number 1120, ASV1550
#> 2026-06-19 09:38:26.95 INFO::Fitting model to feature number 1121, ASV1551
#> 2026-06-19 09:38:26.95 INFO::Fitting model to feature number 1122, ASV1552
#> 2026-06-19 09:38:26.96 INFO::Fitting model to feature number 1123, ASV1553
#> 2026-06-19 09:38:26.96 INFO::Fitting model to feature number 1124, ASV1554
#> 2026-06-19 09:38:26.96 INFO::Fitting model to feature number 1125, ASV1557
#> 2026-06-19 09:38:26.97 INFO::Fitting model to feature number 1126, ASV1558
#> 2026-06-19 09:38:26.97 INFO::Fitting model to feature number 1127, ASV1560
#> 2026-06-19 09:38:26.98 INFO::Fitting model to feature number 1128, ASV1562
#> 2026-06-19 09:38:26.98 INFO::Fitting model to feature number 1129, ASV1564
#> 2026-06-19 09:38:26.98 INFO::Fitting model to feature number 1130, ASV1565
#> 2026-06-19 09:38:26.98 INFO::Fitting model to feature number 1131, ASV1568
#> 2026-06-19 09:38:26.98 INFO::Fitting model to feature number 1132, ASV1569
#> 2026-06-19 09:38:26.98 INFO::Fitting model to feature number 1133, ASV1570
#> 2026-06-19 09:38:26.99 INFO::Fitting model to feature number 1134, ASV1571
#> 2026-06-19 09:38:26.99 INFO::Fitting model to feature number 1135, ASV1573
#> 2026-06-19 09:38:26.99 INFO::Fitting model to feature number 1136, ASV1574
#> 2026-06-19 09:38:27.00 INFO::Fitting model to feature number 1137, ASV1575
#> 2026-06-19 09:38:27.00 INFO::Fitting model to feature number 1138, ASV1576
#> 2026-06-19 09:38:27.00 INFO::Fitting model to feature number 1139, ASV1577
#> 2026-06-19 09:38:27.00 INFO::Fitting model to feature number 1140, ASV1578
#> 2026-06-19 09:38:27.00 INFO::Fitting model to feature number 1141, ASV1580
#> 2026-06-19 09:38:27.01 INFO::Fitting model to feature number 1142, ASV1581
#> 2026-06-19 09:38:27.01 INFO::Fitting model to feature number 1143, ASV1584
#> 2026-06-19 09:38:27.01 INFO::Fitting model to feature number 1144, ASV1585
#> 2026-06-19 09:38:27.02 INFO::Fitting model to feature number 1145, ASV1586
#> 2026-06-19 09:38:27.02 INFO::Fitting model to feature number 1146, ASV1588
#> 2026-06-19 09:38:27.02 INFO::Fitting model to feature number 1147, ASV1589
#> 2026-06-19 09:38:27.02 INFO::Fitting model to feature number 1148, ASV1592
#> 2026-06-19 09:38:27.03 INFO::Fitting model to feature number 1149, ASV1593
#> 2026-06-19 09:38:27.03 INFO::Fitting model to feature number 1150, ASV1594
#> 2026-06-19 09:38:27.03 INFO::Fitting model to feature number 1151, ASV1601
#> 2026-06-19 09:38:27.04 INFO::Fitting model to feature number 1152, ASV1602
#> 2026-06-19 09:38:27.04 INFO::Fitting model to feature number 1153, ASV1603
#> 2026-06-19 09:38:27.04 INFO::Fitting model to feature number 1154, ASV1604
#> 2026-06-19 09:38:27.05 WARNING::Fitting problem for feature 1154 returning NA
#> 2026-06-19 09:38:27.05 INFO::Fitting model to feature number 1155, ASV1605
#> 2026-06-19 09:38:27.05 INFO::Fitting model to feature number 1156, ASV1606
#> 2026-06-19 09:38:27.06 INFO::Fitting model to feature number 1157, ASV1607
#> 2026-06-19 09:38:27.06 INFO::Fitting model to feature number 1158, ASV1609
#> 2026-06-19 09:38:27.06 WARNING::Fitting problem for feature 1158 returning NA
#> 2026-06-19 09:38:27.06 INFO::Fitting model to feature number 1159, ASV1612
#> 2026-06-19 09:38:27.07 INFO::Fitting model to feature number 1160, ASV1613
#> 2026-06-19 09:38:27.07 INFO::Fitting model to feature number 1161, ASV1614
#> 2026-06-19 09:38:27.07 INFO::Fitting model to feature number 1162, ASV1615
#> 2026-06-19 09:38:27.08 INFO::Fitting model to feature number 1163, ASV1616
#> 2026-06-19 09:38:27.08 INFO::Fitting model to feature number 1164, ASV1620
#> 2026-06-19 09:38:27.08 INFO::Fitting model to feature number 1165, ASV1621
#> 2026-06-19 09:38:27.08 INFO::Fitting model to feature number 1166, ASV1622
#> 2026-06-19 09:38:27.09 WARNING::Fitting problem for feature 1166 returning NA
#> 2026-06-19 09:38:27.09 INFO::Fitting model to feature number 1167, ASV1624
#> 2026-06-19 09:38:27.09 INFO::Fitting model to feature number 1168, ASV1625
#> 2026-06-19 09:38:27.09 INFO::Fitting model to feature number 1169, ASV1628
#> 2026-06-19 09:38:27.10 INFO::Fitting model to feature number 1170, ASV1629
#> 2026-06-19 09:38:27.10 INFO::Fitting model to feature number 1171, ASV1630
#> 2026-06-19 09:38:27.10 INFO::Fitting model to feature number 1172, ASV1631
#> 2026-06-19 09:38:27.10 INFO::Fitting model to feature number 1173, ASV1632
#> 2026-06-19 09:38:27.11 INFO::Fitting model to feature number 1174, ASV1633
#> 2026-06-19 09:38:27.11 INFO::Fitting model to feature number 1175, ASV1634
#> 2026-06-19 09:38:27.11 INFO::Fitting model to feature number 1176, ASV1635
#> 2026-06-19 09:38:27.11 INFO::Fitting model to feature number 1177, ASV1636
#> 2026-06-19 09:38:27.12 INFO::Fitting model to feature number 1178, ASV1639
#> 2026-06-19 09:38:27.12 INFO::Fitting model to feature number 1179, ASV1641
#> 2026-06-19 09:38:27.12 WARNING::Fitting problem for feature 1179 returning NA
#> 2026-06-19 09:38:27.12 INFO::Fitting model to feature number 1180, ASV1644
#> 2026-06-19 09:38:27.13 INFO::Fitting model to feature number 1181, ASV1645
#> 2026-06-19 09:38:27.13 INFO::Fitting model to feature number 1182, ASV1649
#> 2026-06-19 09:38:27.13 INFO::Fitting model to feature number 1183, ASV1650
#> 2026-06-19 09:38:27.14 INFO::Fitting model to feature number 1184, ASV1651
#> 2026-06-19 09:38:27.14 WARNING::Fitting problem for feature 1184 returning NA
#> 2026-06-19 09:38:27.14 INFO::Fitting model to feature number 1185, ASV1653
#> 2026-06-19 09:38:27.14 INFO::Fitting model to feature number 1186, ASV1654
#> 2026-06-19 09:38:27.14 INFO::Fitting model to feature number 1187, ASV1656
#> 2026-06-19 09:38:27.15 INFO::Fitting model to feature number 1188, ASV1657
#> 2026-06-19 09:38:27.15 INFO::Fitting model to feature number 1189, ASV1658
#> 2026-06-19 09:38:27.15 INFO::Fitting model to feature number 1190, ASV1661
#> 2026-06-19 09:38:27.16 INFO::Fitting model to feature number 1191, ASV1663
#> 2026-06-19 09:38:27.16 WARNING::Fitting problem for feature 1191 returning NA
#> 2026-06-19 09:38:27.16 INFO::Fitting model to feature number 1192, ASV1664
#> 2026-06-19 09:38:27.16 INFO::Fitting model to feature number 1193, ASV1666
#> 2026-06-19 09:38:27.17 INFO::Fitting model to feature number 1194, ASV1667
#> 2026-06-19 09:38:27.17 INFO::Fitting model to feature number 1195, ASV1670
#> 2026-06-19 09:38:27.17 INFO::Fitting model to feature number 1196, ASV1671
#> 2026-06-19 09:38:27.18 INFO::Fitting model to feature number 1197, ASV1673
#> 2026-06-19 09:38:27.18 INFO::Fitting model to feature number 1198, ASV1674
#> 2026-06-19 09:38:27.18 INFO::Fitting model to feature number 1199, ASV1677
#> 2026-06-19 09:38:27.18 INFO::Fitting model to feature number 1200, ASV1681
#> 2026-06-19 09:38:27.19 INFO::Fitting model to feature number 1201, ASV1683
#> 2026-06-19 09:38:27.19 INFO::Fitting model to feature number 1202, ASV1684
#> 2026-06-19 09:38:27.19 INFO::Fitting model to feature number 1203, ASV1687
#> 2026-06-19 09:38:27.20 WARNING::Fitting problem for feature 1203 returning NA
#> 2026-06-19 09:38:27.20 INFO::Fitting model to feature number 1204, ASV1689
#> 2026-06-19 09:38:27.20 INFO::Fitting model to feature number 1205, ASV1690
#> 2026-06-19 09:38:27.21 INFO::Fitting model to feature number 1206, ASV1691
#> 2026-06-19 09:38:27.21 INFO::Fitting model to feature number 1207, ASV1694
#> 2026-06-19 09:38:27.21 INFO::Fitting model to feature number 1208, ASV1697
#> 2026-06-19 09:38:27.22 INFO::Fitting model to feature number 1209, ASV1704
#> 2026-06-19 09:38:27.22 INFO::Fitting model to feature number 1210, ASV1706
#> 2026-06-19 09:38:27.22 INFO::Fitting model to feature number 1211, ASV1707
#> 2026-06-19 09:38:27.23 WARNING::Fitting problem for feature 1211 returning NA
#> 2026-06-19 09:38:27.23 INFO::Fitting model to feature number 1212, ASV1712
#> 2026-06-19 09:38:27.23 WARNING::Fitting problem for feature 1212 returning NA
#> 2026-06-19 09:38:27.24 INFO::Performing tests against medians
#> 2026-06-19 09:38:33.07 INFO::Counting total values for each feature
#> 2026-06-19 09:38:33.81 INFO::Running the logistic model component
#> 2026-06-19 09:38:33.84 INFO::Fitting model to feature number 1, ASV2
#> 2026-06-19 09:38:33.84 INFO::Fitting model to feature number 2, ASV6
#> 2026-06-19 09:38:33.85 INFO::Fitting model to feature number 3, ASV7
#> 2026-06-19 09:38:33.85 INFO::Fitting model to feature number 4, ASV8
#> 2026-06-19 09:38:33.86 INFO::Fitting model to feature number 5, ASV10
#> 2026-06-19 09:38:33.87 INFO::Fitting model to feature number 6, ASV12
#> 2026-06-19 09:38:33.87 INFO::Fitting model to feature number 7, ASV13
#> 2026-06-19 09:38:33.88 INFO::Fitting model to feature number 8, ASV18
#> 2026-06-19 09:38:33.88 INFO::Fitting model to feature number 9, ASV19
#> 2026-06-19 09:38:33.89 INFO::Fitting model to feature number 10, ASV22
#> 2026-06-19 09:38:33.90 INFO::Fitting model to feature number 11, ASV23
#> 2026-06-19 09:38:33.90 INFO::Fitting model to feature number 12, ASV24
#> 2026-06-19 09:38:33.91 INFO::Fitting model to feature number 13, ASV25
#> 2026-06-19 09:38:33.92 INFO::Fitting model to feature number 14, ASV26
#> 2026-06-19 09:38:33.92 INFO::Fitting model to feature number 15, ASV27
#> 2026-06-19 09:38:33.93 INFO::Fitting model to feature number 16, ASV28
#> 2026-06-19 09:38:33.93 INFO::Fitting model to feature number 17, ASV29
#> 2026-06-19 09:38:33.94 INFO::Fitting model to feature number 18, ASV31
#> 2026-06-19 09:38:33.95 INFO::Fitting model to feature number 19, ASV32
#> 2026-06-19 09:38:33.95 INFO::Fitting model to feature number 20, ASV33
#> 2026-06-19 09:38:33.96 INFO::Fitting model to feature number 21, ASV34
#> 2026-06-19 09:38:33.96 INFO::Fitting model to feature number 22, ASV35
#> 2026-06-19 09:38:33.97 INFO::Fitting model to feature number 23, ASV38
#> 2026-06-19 09:38:33.98 INFO::Fitting model to feature number 24, ASV41
#> 2026-06-19 09:38:33.98 INFO::Fitting model to feature number 25, ASV42
#> 2026-06-19 09:38:33.99 INFO::Fitting model to feature number 26, ASV43
#> 2026-06-19 09:38:34.00 INFO::Fitting model to feature number 27, ASV45
#> 2026-06-19 09:38:34.00 INFO::Fitting model to feature number 28, ASV46
#> 2026-06-19 09:38:34.01 INFO::Fitting model to feature number 29, ASV47
#> 2026-06-19 09:38:34.02 INFO::Fitting model to feature number 30, ASV48
#> 2026-06-19 09:38:34.02 INFO::Fitting model to feature number 31, ASV49
#> 2026-06-19 09:38:34.03 INFO::Fitting model to feature number 32, ASV50
#> 2026-06-19 09:38:34.03 INFO::Fitting model to feature number 33, ASV51
#> 2026-06-19 09:38:34.04 INFO::Fitting model to feature number 34, ASV52
#> 2026-06-19 09:38:34.05 INFO::Fitting model to feature number 35, ASV53
#> 2026-06-19 09:38:34.05 INFO::Fitting model to feature number 36, ASV55
#> 2026-06-19 09:38:34.06 INFO::Fitting model to feature number 37, ASV56
#> 2026-06-19 09:38:34.06 INFO::Fitting model to feature number 38, ASV57
#> 2026-06-19 09:38:34.07 INFO::Fitting model to feature number 39, ASV58
#> 2026-06-19 09:38:34.08 INFO::Fitting model to feature number 40, ASV59
#> 2026-06-19 09:38:34.08 INFO::Fitting model to feature number 41, ASV60
#> 2026-06-19 09:38:34.09 INFO::Fitting model to feature number 42, ASV61
#> 2026-06-19 09:38:34.10 INFO::Fitting model to feature number 43, ASV62
#> 2026-06-19 09:38:34.10 INFO::Fitting model to feature number 44, ASV63
#> 2026-06-19 09:38:34.11 INFO::Fitting model to feature number 45, ASV64
#> 2026-06-19 09:38:34.11 INFO::Fitting model to feature number 46, ASV65
#> 2026-06-19 09:38:34.12 INFO::Fitting model to feature number 47, ASV67
#> 2026-06-19 09:38:34.13 INFO::Fitting model to feature number 48, ASV68
#> 2026-06-19 09:38:34.13 INFO::Fitting model to feature number 49, ASV69
#> 2026-06-19 09:38:34.14 INFO::Fitting model to feature number 50, ASV70
#> 2026-06-19 09:38:34.14 INFO::Fitting model to feature number 51, ASV71
#> 2026-06-19 09:38:34.15 INFO::Fitting model to feature number 52, ASV72
#> 2026-06-19 09:38:34.16 INFO::Fitting model to feature number 53, ASV75
#> 2026-06-19 09:38:34.16 INFO::Fitting model to feature number 54, ASV77
#> 2026-06-19 09:38:34.17 INFO::Fitting model to feature number 55, ASV78
#> 2026-06-19 09:38:34.17 INFO::Fitting model to feature number 56, ASV79
#> 2026-06-19 09:38:34.18 INFO::Fitting model to feature number 57, ASV80
#> 2026-06-19 09:38:34.19 INFO::Fitting model to feature number 58, ASV81
#> 2026-06-19 09:38:34.19 INFO::Fitting model to feature number 59, ASV82
#> 2026-06-19 09:38:34.20 INFO::Fitting model to feature number 60, ASV83
#> 2026-06-19 09:38:34.20 INFO::Fitting model to feature number 61, ASV84
#> 2026-06-19 09:38:34.21 INFO::Fitting model to feature number 62, ASV85
#> 2026-06-19 09:38:34.22 INFO::Fitting model to feature number 63, ASV87
#> 2026-06-19 09:38:34.22 INFO::Fitting model to feature number 64, ASV89
#> 2026-06-19 09:38:34.23 INFO::Fitting model to feature number 65, ASV90
#> 2026-06-19 09:38:34.23 INFO::Fitting model to feature number 66, ASV91
#> 2026-06-19 09:38:34.24 INFO::Fitting model to feature number 67, ASV92
#> 2026-06-19 09:38:34.25 INFO::Fitting model to feature number 68, ASV93
#> 2026-06-19 09:38:34.25 INFO::Fitting model to feature number 69, ASV94
#> 2026-06-19 09:38:34.26 INFO::Fitting model to feature number 70, ASV95
#> 2026-06-19 09:38:34.27 INFO::Fitting model to feature number 71, ASV96
#> 2026-06-19 09:38:34.27 INFO::Fitting model to feature number 72, ASV98
#> 2026-06-19 09:38:34.28 INFO::Fitting model to feature number 73, ASV99
#> 2026-06-19 09:38:34.28 INFO::Fitting model to feature number 74, ASV100
#> 2026-06-19 09:38:34.29 INFO::Fitting model to feature number 75, ASV101
#> 2026-06-19 09:38:34.30 INFO::Fitting model to feature number 76, ASV103
#> 2026-06-19 09:38:34.30 INFO::Fitting model to feature number 77, ASV104
#> 2026-06-19 09:38:34.31 INFO::Fitting model to feature number 78, ASV105
#> 2026-06-19 09:38:34.31 INFO::Fitting model to feature number 79, ASV106
#> 2026-06-19 09:38:34.32 INFO::Fitting model to feature number 80, ASV107
#> 2026-06-19 09:38:34.33 INFO::Fitting model to feature number 81, ASV109
#> 2026-06-19 09:38:34.33 INFO::Fitting model to feature number 82, ASV111
#> 2026-06-19 09:38:34.34 INFO::Fitting model to feature number 83, ASV112
#> 2026-06-19 09:38:34.34 INFO::Fitting model to feature number 84, ASV113
#> 2026-06-19 09:38:34.35 INFO::Fitting model to feature number 85, ASV115
#> 2026-06-19 09:38:34.36 INFO::Fitting model to feature number 86, ASV116
#> 2026-06-19 09:38:34.36 INFO::Fitting model to feature number 87, ASV118
#> 2026-06-19 09:38:34.37 INFO::Fitting model to feature number 88, ASV119
#> 2026-06-19 09:38:34.37 INFO::Fitting model to feature number 89, ASV120
#> 2026-06-19 09:38:34.38 INFO::Fitting model to feature number 90, ASV121
#> 2026-06-19 09:38:34.39 INFO::Fitting model to feature number 91, ASV124
#> 2026-06-19 09:38:34.39 INFO::Fitting model to feature number 92, ASV126
#> 2026-06-19 09:38:34.40 INFO::Fitting model to feature number 93, ASV127
#> 2026-06-19 09:38:34.40 INFO::Fitting model to feature number 94, ASV128
#> 2026-06-19 09:38:34.41 INFO::Fitting model to feature number 95, ASV129
#> 2026-06-19 09:38:34.42 INFO::Fitting model to feature number 96, ASV130
#> 2026-06-19 09:38:34.42 INFO::Fitting model to feature number 97, ASV131
#> 2026-06-19 09:38:34.43 INFO::Fitting model to feature number 98, ASV132
#> 2026-06-19 09:38:34.44 INFO::Fitting model to feature number 99, ASV133
#> 2026-06-19 09:38:34.44 INFO::Fitting model to feature number 100, ASV135
#> 2026-06-19 09:38:34.45 INFO::Fitting model to feature number 101, ASV136
#> 2026-06-19 09:38:34.45 INFO::Fitting model to feature number 102, ASV137
#> 2026-06-19 09:38:34.46 INFO::Fitting model to feature number 103, ASV138
#> 2026-06-19 09:38:34.47 INFO::Fitting model to feature number 104, ASV139
#> 2026-06-19 09:38:34.47 INFO::Fitting model to feature number 105, ASV142
#> 2026-06-19 09:38:34.48 INFO::Fitting model to feature number 106, ASV143
#> 2026-06-19 09:38:34.48 INFO::Fitting model to feature number 107, ASV144
#> 2026-06-19 09:38:34.49 INFO::Fitting model to feature number 108, ASV145
#> 2026-06-19 09:38:34.50 INFO::Fitting model to feature number 109, ASV146
#> 2026-06-19 09:38:34.50 INFO::Fitting model to feature number 110, ASV147
#> 2026-06-19 09:38:34.51 INFO::Fitting model to feature number 111, ASV148
#> 2026-06-19 09:38:34.52 INFO::Fitting model to feature number 112, ASV149
#> 2026-06-19 09:38:34.52 INFO::Fitting model to feature number 113, ASV150
#> 2026-06-19 09:38:34.53 INFO::Fitting model to feature number 114, ASV151
#> 2026-06-19 09:38:34.53 INFO::Fitting model to feature number 115, ASV153
#> 2026-06-19 09:38:34.54 INFO::Fitting model to feature number 116, ASV154
#> 2026-06-19 09:38:34.55 INFO::Fitting model to feature number 117, ASV157
#> 2026-06-19 09:38:34.55 INFO::Fitting model to feature number 118, ASV158
#> 2026-06-19 09:38:34.56 INFO::Fitting model to feature number 119, ASV159
#> 2026-06-19 09:38:34.56 INFO::Fitting model to feature number 120, ASV162
#> 2026-06-19 09:38:34.57 INFO::Fitting model to feature number 121, ASV163
#> 2026-06-19 09:38:34.58 INFO::Fitting model to feature number 122, ASV164
#> 2026-06-19 09:38:34.58 INFO::Fitting model to feature number 123, ASV166
#> 2026-06-19 09:38:34.59 INFO::Fitting model to feature number 124, ASV167
#> 2026-06-19 09:38:34.59 INFO::Fitting model to feature number 125, ASV170
#> 2026-06-19 09:38:34.60 INFO::Fitting model to feature number 126, ASV171
#> 2026-06-19 09:38:34.61 INFO::Fitting model to feature number 127, ASV172
#> 2026-06-19 09:38:34.61 INFO::Fitting model to feature number 128, ASV173
#> 2026-06-19 09:38:34.62 INFO::Fitting model to feature number 129, ASV175
#> 2026-06-19 09:38:34.62 INFO::Fitting model to feature number 130, ASV176
#> 2026-06-19 09:38:34.66 INFO::Fitting model to feature number 131, ASV178
#> 2026-06-19 09:38:34.67 INFO::Fitting model to feature number 132, ASV179
#> 2026-06-19 09:38:34.68 INFO::Fitting model to feature number 133, ASV181
#> 2026-06-19 09:38:34.68 INFO::Fitting model to feature number 134, ASV182
#> 2026-06-19 09:38:34.69 INFO::Fitting model to feature number 135, ASV183
#> 2026-06-19 09:38:34.70 INFO::Fitting model to feature number 136, ASV186
#> 2026-06-19 09:38:34.70 INFO::Fitting model to feature number 137, ASV187
#> 2026-06-19 09:38:34.71 INFO::Fitting model to feature number 138, ASV189
#> 2026-06-19 09:38:34.71 INFO::Fitting model to feature number 139, ASV190
#> 2026-06-19 09:38:34.72 INFO::Fitting model to feature number 140, ASV192
#> 2026-06-19 09:38:34.73 INFO::Fitting model to feature number 141, ASV193
#> 2026-06-19 09:38:34.73 INFO::Fitting model to feature number 142, ASV194
#> 2026-06-19 09:38:34.74 INFO::Fitting model to feature number 143, ASV195
#> 2026-06-19 09:38:34.75 INFO::Fitting model to feature number 144, ASV196
#> 2026-06-19 09:38:34.75 INFO::Fitting model to feature number 145, ASV197
#> 2026-06-19 09:38:34.76 INFO::Fitting model to feature number 146, ASV198
#> 2026-06-19 09:38:34.76 INFO::Fitting model to feature number 147, ASV199
#> 2026-06-19 09:38:34.77 INFO::Fitting model to feature number 148, ASV201
#> 2026-06-19 09:38:34.78 INFO::Fitting model to feature number 149, ASV202
#> 2026-06-19 09:38:34.78 INFO::Fitting model to feature number 150, ASV203
#> 2026-06-19 09:38:34.79 INFO::Fitting model to feature number 151, ASV205
#> 2026-06-19 09:38:34.80 INFO::Fitting model to feature number 152, ASV208
#> 2026-06-19 09:38:34.80 INFO::Fitting model to feature number 153, ASV209
#> 2026-06-19 09:38:34.81 INFO::Fitting model to feature number 154, ASV210
#> 2026-06-19 09:38:34.82 INFO::Fitting model to feature number 155, ASV211
#> 2026-06-19 09:38:34.82 INFO::Fitting model to feature number 156, ASV212
#> 2026-06-19 09:38:34.83 INFO::Fitting model to feature number 157, ASV214
#> 2026-06-19 09:38:34.84 INFO::Fitting model to feature number 158, ASV215
#> 2026-06-19 09:38:34.85 INFO::Fitting model to feature number 159, ASV216
#> 2026-06-19 09:38:34.85 INFO::Fitting model to feature number 160, ASV217
#> 2026-06-19 09:38:34.86 INFO::Fitting model to feature number 161, ASV219
#> 2026-06-19 09:38:34.87 INFO::Fitting model to feature number 162, ASV221
#> 2026-06-19 09:38:34.87 INFO::Fitting model to feature number 163, ASV222
#> 2026-06-19 09:38:34.88 INFO::Fitting model to feature number 164, ASV223
#> 2026-06-19 09:38:34.89 INFO::Fitting model to feature number 165, ASV224
#> 2026-06-19 09:38:34.89 INFO::Fitting model to feature number 166, ASV226
#> 2026-06-19 09:38:34.90 INFO::Fitting model to feature number 167, ASV227
#> 2026-06-19 09:38:34.91 INFO::Fitting model to feature number 168, ASV228
#> 2026-06-19 09:38:34.91 INFO::Fitting model to feature number 169, ASV229
#> 2026-06-19 09:38:34.92 INFO::Fitting model to feature number 170, ASV231
#> 2026-06-19 09:38:34.93 INFO::Fitting model to feature number 171, ASV233
#> 2026-06-19 09:38:34.94 INFO::Fitting model to feature number 172, ASV234
#> 2026-06-19 09:38:34.94 INFO::Fitting model to feature number 173, ASV235
#> 2026-06-19 09:38:34.95 INFO::Fitting model to feature number 174, ASV237
#> 2026-06-19 09:38:34.95 INFO::Fitting model to feature number 175, ASV238
#> 2026-06-19 09:38:34.96 INFO::Fitting model to feature number 176, ASV239
#> 2026-06-19 09:38:34.97 INFO::Fitting model to feature number 177, ASV240
#> 2026-06-19 09:38:34.97 INFO::Fitting model to feature number 178, ASV243
#> 2026-06-19 09:38:34.98 INFO::Fitting model to feature number 179, ASV244
#> 2026-06-19 09:38:34.99 INFO::Fitting model to feature number 180, ASV245
#> 2026-06-19 09:38:34.99 INFO::Fitting model to feature number 181, ASV246
#> 2026-06-19 09:38:35.00 INFO::Fitting model to feature number 182, ASV247
#> 2026-06-19 09:38:35.01 INFO::Fitting model to feature number 183, ASV248
#> 2026-06-19 09:38:35.01 INFO::Fitting model to feature number 184, ASV249
#> 2026-06-19 09:38:35.02 INFO::Fitting model to feature number 185, ASV251
#> 2026-06-19 09:38:35.03 INFO::Fitting model to feature number 186, ASV254
#> 2026-06-19 09:38:35.03 INFO::Fitting model to feature number 187, ASV255
#> 2026-06-19 09:38:35.04 INFO::Fitting model to feature number 188, ASV256
#> 2026-06-19 09:38:35.05 INFO::Fitting model to feature number 189, ASV257
#> 2026-06-19 09:38:35.05 INFO::Fitting model to feature number 190, ASV258
#> 2026-06-19 09:38:35.06 INFO::Fitting model to feature number 191, ASV260
#> 2026-06-19 09:38:35.06 INFO::Fitting model to feature number 192, ASV261
#> 2026-06-19 09:38:35.07 INFO::Fitting model to feature number 193, ASV262
#> 2026-06-19 09:38:35.08 INFO::Fitting model to feature number 194, ASV263
#> 2026-06-19 09:38:35.08 INFO::Fitting model to feature number 195, ASV264
#> 2026-06-19 09:38:35.09 INFO::Fitting model to feature number 196, ASV265
#> 2026-06-19 09:38:35.10 INFO::Fitting model to feature number 197, ASV266
#> 2026-06-19 09:38:35.10 INFO::Fitting model to feature number 198, ASV267
#> 2026-06-19 09:38:35.11 INFO::Fitting model to feature number 199, ASV270
#> 2026-06-19 09:38:35.11 INFO::Fitting model to feature number 200, ASV271
#> 2026-06-19 09:38:35.12 INFO::Fitting model to feature number 201, ASV272
#> 2026-06-19 09:38:35.13 INFO::Fitting model to feature number 202, ASV273
#> 2026-06-19 09:38:35.13 INFO::Fitting model to feature number 203, ASV274
#> 2026-06-19 09:38:35.14 INFO::Fitting model to feature number 204, ASV277
#> 2026-06-19 09:38:35.14 INFO::Fitting model to feature number 205, ASV278
#> 2026-06-19 09:38:35.15 INFO::Fitting model to feature number 206, ASV279
#> 2026-06-19 09:38:35.16 INFO::Fitting model to feature number 207, ASV282
#> 2026-06-19 09:38:35.16 INFO::Fitting model to feature number 208, ASV283
#> 2026-06-19 09:38:35.17 INFO::Fitting model to feature number 209, ASV285
#> 2026-06-19 09:38:35.18 INFO::Fitting model to feature number 210, ASV286
#> 2026-06-19 09:38:35.18 INFO::Fitting model to feature number 211, ASV287
#> 2026-06-19 09:38:35.19 INFO::Fitting model to feature number 212, ASV288
#> 2026-06-19 09:38:35.20 INFO::Fitting model to feature number 213, ASV292
#> 2026-06-19 09:38:35.20 INFO::Fitting model to feature number 214, ASV293
#> 2026-06-19 09:38:35.21 INFO::Fitting model to feature number 215, ASV294
#> 2026-06-19 09:38:35.21 INFO::Fitting model to feature number 216, ASV295
#> 2026-06-19 09:38:35.22 INFO::Fitting model to feature number 217, ASV297
#> 2026-06-19 09:38:35.23 INFO::Fitting model to feature number 218, ASV300
#> 2026-06-19 09:38:35.23 INFO::Fitting model to feature number 219, ASV302
#> 2026-06-19 09:38:35.24 INFO::Fitting model to feature number 220, ASV307
#> 2026-06-19 09:38:35.25 INFO::Fitting model to feature number 221, ASV309
#> 2026-06-19 09:38:35.25 INFO::Fitting model to feature number 222, ASV310
#> 2026-06-19 09:38:35.26 INFO::Fitting model to feature number 223, ASV311
#> 2026-06-19 09:38:35.27 INFO::Fitting model to feature number 224, ASV312
#> 2026-06-19 09:38:35.27 INFO::Fitting model to feature number 225, ASV313
#> 2026-06-19 09:38:35.28 INFO::Fitting model to feature number 226, ASV314
#> 2026-06-19 09:38:35.29 INFO::Fitting model to feature number 227, ASV315
#> 2026-06-19 09:38:35.29 INFO::Fitting model to feature number 228, ASV316
#> 2026-06-19 09:38:35.30 INFO::Fitting model to feature number 229, ASV318
#> 2026-06-19 09:38:35.30 INFO::Fitting model to feature number 230, ASV320
#> 2026-06-19 09:38:35.31 INFO::Fitting model to feature number 231, ASV322
#> 2026-06-19 09:38:35.32 INFO::Fitting model to feature number 232, ASV323
#> 2026-06-19 09:38:35.32 INFO::Fitting model to feature number 233, ASV327
#> 2026-06-19 09:38:35.33 INFO::Fitting model to feature number 234, ASV328
#> 2026-06-19 09:38:35.33 INFO::Fitting model to feature number 235, ASV329
#> 2026-06-19 09:38:35.34 INFO::Fitting model to feature number 236, ASV330
#> 2026-06-19 09:38:35.35 INFO::Fitting model to feature number 237, ASV333
#> 2026-06-19 09:38:35.35 INFO::Fitting model to feature number 238, ASV334
#> 2026-06-19 09:38:35.36 INFO::Fitting model to feature number 239, ASV337
#> 2026-06-19 09:38:35.37 INFO::Fitting model to feature number 240, ASV338
#> 2026-06-19 09:38:35.37 INFO::Fitting model to feature number 241, ASV339
#> 2026-06-19 09:38:35.38 INFO::Fitting model to feature number 242, ASV340
#> 2026-06-19 09:38:35.38 INFO::Fitting model to feature number 243, ASV341
#> 2026-06-19 09:38:35.39 INFO::Fitting model to feature number 244, ASV342
#> 2026-06-19 09:38:35.40 INFO::Fitting model to feature number 245, ASV344
#> 2026-06-19 09:38:35.40 INFO::Fitting model to feature number 246, ASV345
#> 2026-06-19 09:38:35.41 INFO::Fitting model to feature number 247, ASV346
#> 2026-06-19 09:38:35.42 INFO::Fitting model to feature number 248, ASV347
#> 2026-06-19 09:38:35.42 INFO::Fitting model to feature number 249, ASV348
#> 2026-06-19 09:38:35.43 INFO::Fitting model to feature number 250, ASV349
#> 2026-06-19 09:38:35.43 INFO::Fitting model to feature number 251, ASV350
#> 2026-06-19 09:38:35.44 INFO::Fitting model to feature number 252, ASV351
#> 2026-06-19 09:38:35.45 INFO::Fitting model to feature number 253, ASV353
#> 2026-06-19 09:38:35.45 INFO::Fitting model to feature number 254, ASV355
#> 2026-06-19 09:38:35.46 INFO::Fitting model to feature number 255, ASV356
#> 2026-06-19 09:38:35.47 INFO::Fitting model to feature number 256, ASV357
#> 2026-06-19 09:38:35.47 INFO::Fitting model to feature number 257, ASV358
#> 2026-06-19 09:38:35.48 INFO::Fitting model to feature number 258, ASV359
#> 2026-06-19 09:38:35.48 INFO::Fitting model to feature number 259, ASV360
#> 2026-06-19 09:38:35.49 INFO::Fitting model to feature number 260, ASV362
#> 2026-06-19 09:38:35.50 INFO::Fitting model to feature number 261, ASV364
#> 2026-06-19 09:38:35.50 INFO::Fitting model to feature number 262, ASV365
#> 2026-06-19 09:38:35.51 INFO::Fitting model to feature number 263, ASV366
#> 2026-06-19 09:38:35.51 INFO::Fitting model to feature number 264, ASV367
#> 2026-06-19 09:38:35.52 INFO::Fitting model to feature number 265, ASV368
#> 2026-06-19 09:38:35.53 INFO::Fitting model to feature number 266, ASV369
#> 2026-06-19 09:38:35.53 INFO::Fitting model to feature number 267, ASV371
#> 2026-06-19 09:38:35.54 INFO::Fitting model to feature number 268, ASV372
#> 2026-06-19 09:38:35.55 INFO::Fitting model to feature number 269, ASV373
#> 2026-06-19 09:38:35.55 INFO::Fitting model to feature number 270, ASV375
#> 2026-06-19 09:38:35.56 INFO::Fitting model to feature number 271, ASV376
#> 2026-06-19 09:38:35.57 INFO::Fitting model to feature number 272, ASV377
#> 2026-06-19 09:38:35.57 INFO::Fitting model to feature number 273, ASV378
#> 2026-06-19 09:38:35.58 INFO::Fitting model to feature number 274, ASV380
#> 2026-06-19 09:38:35.58 INFO::Fitting model to feature number 275, ASV382
#> 2026-06-19 09:38:35.59 INFO::Fitting model to feature number 276, ASV383
#> 2026-06-19 09:38:35.60 INFO::Fitting model to feature number 277, ASV385
#> 2026-06-19 09:38:35.60 INFO::Fitting model to feature number 278, ASV388
#> 2026-06-19 09:38:35.61 INFO::Fitting model to feature number 279, ASV390
#> 2026-06-19 09:38:35.61 INFO::Fitting model to feature number 280, ASV395
#> 2026-06-19 09:38:35.62 INFO::Fitting model to feature number 281, ASV399
#> 2026-06-19 09:38:35.63 INFO::Fitting model to feature number 282, ASV401
#> 2026-06-19 09:38:35.63 INFO::Fitting model to feature number 283, ASV402
#> 2026-06-19 09:38:35.64 INFO::Fitting model to feature number 284, ASV404
#> 2026-06-19 09:38:35.65 INFO::Fitting model to feature number 285, ASV405
#> 2026-06-19 09:38:35.65 INFO::Fitting model to feature number 286, ASV409
#> 2026-06-19 09:38:35.66 INFO::Fitting model to feature number 287, ASV411
#> 2026-06-19 09:38:35.66 INFO::Fitting model to feature number 288, ASV412
#> 2026-06-19 09:38:35.67 INFO::Fitting model to feature number 289, ASV413
#> 2026-06-19 09:38:35.68 INFO::Fitting model to feature number 290, ASV414
#> 2026-06-19 09:38:35.68 INFO::Fitting model to feature number 291, ASV415
#> 2026-06-19 09:38:35.69 INFO::Fitting model to feature number 292, ASV416
#> 2026-06-19 09:38:35.70 INFO::Fitting model to feature number 293, ASV417
#> 2026-06-19 09:38:35.70 INFO::Fitting model to feature number 294, ASV418
#> 2026-06-19 09:38:35.71 INFO::Fitting model to feature number 295, ASV419
#> 2026-06-19 09:38:35.72 INFO::Fitting model to feature number 296, ASV420
#> 2026-06-19 09:38:35.73 INFO::Fitting model to feature number 297, ASV422
#> 2026-06-19 09:38:35.73 INFO::Fitting model to feature number 298, ASV423
#> 2026-06-19 09:38:35.74 INFO::Fitting model to feature number 299, ASV424
#> 2026-06-19 09:38:35.75 INFO::Fitting model to feature number 300, ASV426
#> 2026-06-19 09:38:35.75 INFO::Fitting model to feature number 301, ASV427
#> 2026-06-19 09:38:35.76 INFO::Fitting model to feature number 302, ASV428
#> 2026-06-19 09:38:35.77 INFO::Fitting model to feature number 303, ASV429
#> 2026-06-19 09:38:35.78 INFO::Fitting model to feature number 304, ASV431
#> 2026-06-19 09:38:35.79 INFO::Fitting model to feature number 305, ASV433
#> 2026-06-19 09:38:35.79 INFO::Fitting model to feature number 306, ASV434
#> 2026-06-19 09:38:35.80 INFO::Fitting model to feature number 307, ASV438
#> 2026-06-19 09:38:35.81 INFO::Fitting model to feature number 308, ASV439
#> 2026-06-19 09:38:35.82 INFO::Fitting model to feature number 309, ASV440
#> 2026-06-19 09:38:35.82 INFO::Fitting model to feature number 310, ASV442
#> 2026-06-19 09:38:35.83 INFO::Fitting model to feature number 311, ASV443
#> 2026-06-19 09:38:35.84 INFO::Fitting model to feature number 312, ASV444
#> 2026-06-19 09:38:35.89 INFO::Fitting model to feature number 313, ASV445
#> 2026-06-19 09:38:35.89 INFO::Fitting model to feature number 314, ASV446
#> 2026-06-19 09:38:35.90 INFO::Fitting model to feature number 315, ASV448
#> 2026-06-19 09:38:35.90 INFO::Fitting model to feature number 316, ASV449
#> 2026-06-19 09:38:35.91 INFO::Fitting model to feature number 317, ASV451
#> 2026-06-19 09:38:35.92 INFO::Fitting model to feature number 318, ASV452
#> 2026-06-19 09:38:35.92 INFO::Fitting model to feature number 319, ASV453
#> 2026-06-19 09:38:35.93 INFO::Fitting model to feature number 320, ASV454
#> 2026-06-19 09:38:35.94 INFO::Fitting model to feature number 321, ASV456
#> 2026-06-19 09:38:35.94 INFO::Fitting model to feature number 322, ASV457
#> 2026-06-19 09:38:35.95 INFO::Fitting model to feature number 323, ASV458
#> 2026-06-19 09:38:35.95 INFO::Fitting model to feature number 324, ASV459
#> 2026-06-19 09:38:35.96 INFO::Fitting model to feature number 325, ASV460
#> 2026-06-19 09:38:35.97 INFO::Fitting model to feature number 326, ASV461
#> 2026-06-19 09:38:35.97 INFO::Fitting model to feature number 327, ASV462
#> 2026-06-19 09:38:35.98 INFO::Fitting model to feature number 328, ASV463
#> 2026-06-19 09:38:35.98 INFO::Fitting model to feature number 329, ASV464
#> 2026-06-19 09:38:35.99 INFO::Fitting model to feature number 330, ASV465
#> 2026-06-19 09:38:36.00 INFO::Fitting model to feature number 331, ASV466
#> 2026-06-19 09:38:36.00 INFO::Fitting model to feature number 332, ASV467
#> 2026-06-19 09:38:36.01 INFO::Fitting model to feature number 333, ASV468
#> 2026-06-19 09:38:36.02 INFO::Fitting model to feature number 334, ASV469
#> 2026-06-19 09:38:36.02 INFO::Fitting model to feature number 335, ASV470
#> 2026-06-19 09:38:36.03 INFO::Fitting model to feature number 336, ASV472
#> 2026-06-19 09:38:36.03 INFO::Fitting model to feature number 337, ASV473
#> 2026-06-19 09:38:36.04 INFO::Fitting model to feature number 338, ASV474
#> 2026-06-19 09:38:36.05 INFO::Fitting model to feature number 339, ASV475
#> 2026-06-19 09:38:36.05 INFO::Fitting model to feature number 340, ASV476
#> 2026-06-19 09:38:36.06 INFO::Fitting model to feature number 341, ASV477
#> 2026-06-19 09:38:36.07 INFO::Fitting model to feature number 342, ASV478
#> 2026-06-19 09:38:36.07 INFO::Fitting model to feature number 343, ASV479
#> 2026-06-19 09:38:36.08 INFO::Fitting model to feature number 344, ASV481
#> 2026-06-19 09:38:36.09 INFO::Fitting model to feature number 345, ASV483
#> 2026-06-19 09:38:36.09 INFO::Fitting model to feature number 346, ASV488
#> 2026-06-19 09:38:36.10 INFO::Fitting model to feature number 347, ASV489
#> 2026-06-19 09:38:36.10 INFO::Fitting model to feature number 348, ASV490
#> 2026-06-19 09:38:36.11 INFO::Fitting model to feature number 349, ASV491
#> 2026-06-19 09:38:36.12 INFO::Fitting model to feature number 350, ASV492
#> 2026-06-19 09:38:36.12 INFO::Fitting model to feature number 351, ASV493
#> 2026-06-19 09:38:36.13 INFO::Fitting model to feature number 352, ASV494
#> 2026-06-19 09:38:36.14 INFO::Fitting model to feature number 353, ASV496
#> 2026-06-19 09:38:36.14 INFO::Fitting model to feature number 354, ASV498
#> 2026-06-19 09:38:36.15 INFO::Fitting model to feature number 355, ASV499
#> 2026-06-19 09:38:36.15 INFO::Fitting model to feature number 356, ASV500
#> 2026-06-19 09:38:36.16 INFO::Fitting model to feature number 357, ASV501
#> 2026-06-19 09:38:36.17 INFO::Fitting model to feature number 358, ASV502
#> 2026-06-19 09:38:36.17 INFO::Fitting model to feature number 359, ASV504
#> 2026-06-19 09:38:36.18 INFO::Fitting model to feature number 360, ASV505
#> 2026-06-19 09:38:36.18 INFO::Fitting model to feature number 361, ASV507
#> 2026-06-19 09:38:36.19 INFO::Fitting model to feature number 362, ASV508
#> 2026-06-19 09:38:36.20 INFO::Fitting model to feature number 363, ASV509
#> 2026-06-19 09:38:36.20 INFO::Fitting model to feature number 364, ASV511
#> 2026-06-19 09:38:36.21 INFO::Fitting model to feature number 365, ASV512
#> 2026-06-19 09:38:36.22 INFO::Fitting model to feature number 366, ASV514
#> 2026-06-19 09:38:36.22 INFO::Fitting model to feature number 367, ASV515
#> 2026-06-19 09:38:36.23 INFO::Fitting model to feature number 368, ASV516
#> 2026-06-19 09:38:36.24 INFO::Fitting model to feature number 369, ASV517
#> 2026-06-19 09:38:36.24 INFO::Fitting model to feature number 370, ASV519
#> 2026-06-19 09:38:36.25 INFO::Fitting model to feature number 371, ASV520
#> 2026-06-19 09:38:36.25 INFO::Fitting model to feature number 372, ASV521
#> 2026-06-19 09:38:36.26 INFO::Fitting model to feature number 373, ASV522
#> 2026-06-19 09:38:36.27 INFO::Fitting model to feature number 374, ASV523
#> 2026-06-19 09:38:36.27 INFO::Fitting model to feature number 375, ASV526
#> 2026-06-19 09:38:36.28 INFO::Fitting model to feature number 376, ASV527
#> 2026-06-19 09:38:36.29 INFO::Fitting model to feature number 377, ASV530
#> 2026-06-19 09:38:36.29 INFO::Fitting model to feature number 378, ASV531
#> 2026-06-19 09:38:36.30 INFO::Fitting model to feature number 379, ASV533
#> 2026-06-19 09:38:36.30 INFO::Fitting model to feature number 380, ASV534
#> 2026-06-19 09:38:36.31 INFO::Fitting model to feature number 381, ASV535
#> 2026-06-19 09:38:36.32 INFO::Fitting model to feature number 382, ASV536
#> 2026-06-19 09:38:36.32 INFO::Fitting model to feature number 383, ASV538
#> 2026-06-19 09:38:36.33 INFO::Fitting model to feature number 384, ASV539
#> 2026-06-19 09:38:36.33 INFO::Fitting model to feature number 385, ASV540
#> 2026-06-19 09:38:36.34 INFO::Fitting model to feature number 386, ASV541
#> 2026-06-19 09:38:36.35 INFO::Fitting model to feature number 387, ASV542
#> 2026-06-19 09:38:36.35 INFO::Fitting model to feature number 388, ASV543
#> 2026-06-19 09:38:36.36 INFO::Fitting model to feature number 389, ASV544
#> 2026-06-19 09:38:36.37 INFO::Fitting model to feature number 390, ASV545
#> 2026-06-19 09:38:36.37 INFO::Fitting model to feature number 391, ASV546
#> 2026-06-19 09:38:36.38 INFO::Fitting model to feature number 392, ASV548
#> 2026-06-19 09:38:36.38 INFO::Fitting model to feature number 393, ASV549
#> 2026-06-19 09:38:36.39 INFO::Fitting model to feature number 394, ASV550
#> 2026-06-19 09:38:36.40 INFO::Fitting model to feature number 395, ASV551
#> 2026-06-19 09:38:36.40 INFO::Fitting model to feature number 396, ASV553
#> 2026-06-19 09:38:36.41 INFO::Fitting model to feature number 397, ASV554
#> 2026-06-19 09:38:36.41 INFO::Fitting model to feature number 398, ASV555
#> 2026-06-19 09:38:36.42 INFO::Fitting model to feature number 399, ASV556
#> 2026-06-19 09:38:36.43 INFO::Fitting model to feature number 400, ASV558
#> 2026-06-19 09:38:36.43 INFO::Fitting model to feature number 401, ASV559
#> 2026-06-19 09:38:36.44 INFO::Fitting model to feature number 402, ASV560
#> 2026-06-19 09:38:36.45 INFO::Fitting model to feature number 403, ASV561
#> 2026-06-19 09:38:36.45 INFO::Fitting model to feature number 404, ASV562
#> 2026-06-19 09:38:36.46 INFO::Fitting model to feature number 405, ASV563
#> 2026-06-19 09:38:36.46 INFO::Fitting model to feature number 406, ASV564
#> 2026-06-19 09:38:36.47 INFO::Fitting model to feature number 407, ASV566
#> 2026-06-19 09:38:36.48 INFO::Fitting model to feature number 408, ASV567
#> 2026-06-19 09:38:36.48 INFO::Fitting model to feature number 409, ASV569
#> 2026-06-19 09:38:36.49 INFO::Fitting model to feature number 410, ASV570
#> 2026-06-19 09:38:36.50 INFO::Fitting model to feature number 411, ASV571
#> 2026-06-19 09:38:36.50 INFO::Fitting model to feature number 412, ASV572
#> 2026-06-19 09:38:36.51 INFO::Fitting model to feature number 413, ASV573
#> 2026-06-19 09:38:36.52 INFO::Fitting model to feature number 414, ASV574
#> 2026-06-19 09:38:36.52 INFO::Fitting model to feature number 415, ASV576
#> 2026-06-19 09:38:36.53 INFO::Fitting model to feature number 416, ASV577
#> 2026-06-19 09:38:36.53 INFO::Fitting model to feature number 417, ASV578
#> 2026-06-19 09:38:36.54 INFO::Fitting model to feature number 418, ASV579
#> 2026-06-19 09:38:36.55 INFO::Fitting model to feature number 419, ASV580
#> 2026-06-19 09:38:36.55 INFO::Fitting model to feature number 420, ASV581
#> 2026-06-19 09:38:36.56 INFO::Fitting model to feature number 421, ASV582
#> 2026-06-19 09:38:36.57 INFO::Fitting model to feature number 422, ASV584
#> 2026-06-19 09:38:36.57 INFO::Fitting model to feature number 423, ASV585
#> 2026-06-19 09:38:36.58 INFO::Fitting model to feature number 424, ASV586
#> 2026-06-19 09:38:36.58 INFO::Fitting model to feature number 425, ASV587
#> 2026-06-19 09:38:36.59 INFO::Fitting model to feature number 426, ASV589
#> 2026-06-19 09:38:36.60 INFO::Fitting model to feature number 427, ASV590
#> 2026-06-19 09:38:36.60 INFO::Fitting model to feature number 428, ASV591
#> 2026-06-19 09:38:36.61 INFO::Fitting model to feature number 429, ASV592
#> 2026-06-19 09:38:36.62 INFO::Fitting model to feature number 430, ASV593
#> 2026-06-19 09:38:36.62 INFO::Fitting model to feature number 431, ASV594
#> 2026-06-19 09:38:36.63 INFO::Fitting model to feature number 432, ASV595
#> 2026-06-19 09:38:36.63 INFO::Fitting model to feature number 433, ASV596
#> 2026-06-19 09:38:36.64 INFO::Fitting model to feature number 434, ASV597
#> 2026-06-19 09:38:36.65 INFO::Fitting model to feature number 435, ASV598
#> 2026-06-19 09:38:36.65 INFO::Fitting model to feature number 436, ASV599
#> 2026-06-19 09:38:36.66 INFO::Fitting model to feature number 437, ASV600
#> 2026-06-19 09:38:36.66 INFO::Fitting model to feature number 438, ASV602
#> 2026-06-19 09:38:36.67 INFO::Fitting model to feature number 439, ASV604
#> 2026-06-19 09:38:36.68 INFO::Fitting model to feature number 440, ASV605
#> 2026-06-19 09:38:36.68 INFO::Fitting model to feature number 441, ASV607
#> 2026-06-19 09:38:36.69 INFO::Fitting model to feature number 442, ASV608
#> 2026-06-19 09:38:36.70 INFO::Fitting model to feature number 443, ASV610
#> 2026-06-19 09:38:36.70 INFO::Fitting model to feature number 444, ASV612
#> 2026-06-19 09:38:36.71 INFO::Fitting model to feature number 445, ASV614
#> 2026-06-19 09:38:36.71 INFO::Fitting model to feature number 446, ASV615
#> 2026-06-19 09:38:36.72 INFO::Fitting model to feature number 447, ASV616
#> 2026-06-19 09:38:36.73 INFO::Fitting model to feature number 448, ASV617
#> 2026-06-19 09:38:36.73 INFO::Fitting model to feature number 449, ASV618
#> 2026-06-19 09:38:36.74 INFO::Fitting model to feature number 450, ASV621
#> 2026-06-19 09:38:36.75 INFO::Fitting model to feature number 451, ASV624
#> 2026-06-19 09:38:36.75 INFO::Fitting model to feature number 452, ASV625
#> 2026-06-19 09:38:36.76 INFO::Fitting model to feature number 453, ASV626
#> 2026-06-19 09:38:36.76 INFO::Fitting model to feature number 454, ASV627
#> 2026-06-19 09:38:36.77 INFO::Fitting model to feature number 455, ASV628
#> 2026-06-19 09:38:36.78 INFO::Fitting model to feature number 456, ASV629
#> 2026-06-19 09:38:36.78 INFO::Fitting model to feature number 457, ASV631
#> 2026-06-19 09:38:36.79 INFO::Fitting model to feature number 458, ASV632
#> 2026-06-19 09:38:36.79 INFO::Fitting model to feature number 459, ASV633
#> 2026-06-19 09:38:36.80 INFO::Fitting model to feature number 460, ASV634
#> 2026-06-19 09:38:36.81 INFO::Fitting model to feature number 461, ASV635
#> 2026-06-19 09:38:36.81 INFO::Fitting model to feature number 462, ASV637
#> 2026-06-19 09:38:36.82 INFO::Fitting model to feature number 463, ASV639
#> 2026-06-19 09:38:36.82 INFO::Fitting model to feature number 464, ASV640
#> 2026-06-19 09:38:36.83 INFO::Fitting model to feature number 465, ASV641
#> 2026-06-19 09:38:36.84 INFO::Fitting model to feature number 466, ASV643
#> 2026-06-19 09:38:36.84 INFO::Fitting model to feature number 467, ASV644
#> 2026-06-19 09:38:36.85 INFO::Fitting model to feature number 468, ASV645
#> 2026-06-19 09:38:36.86 INFO::Fitting model to feature number 469, ASV647
#> 2026-06-19 09:38:36.86 INFO::Fitting model to feature number 470, ASV649
#> 2026-06-19 09:38:36.87 INFO::Fitting model to feature number 471, ASV650
#> 2026-06-19 09:38:36.87 INFO::Fitting model to feature number 472, ASV652
#> 2026-06-19 09:38:36.88 INFO::Fitting model to feature number 473, ASV653
#> 2026-06-19 09:38:36.89 INFO::Fitting model to feature number 474, ASV654
#> 2026-06-19 09:38:36.89 INFO::Fitting model to feature number 475, ASV657
#> 2026-06-19 09:38:36.90 INFO::Fitting model to feature number 476, ASV659
#> 2026-06-19 09:38:36.91 INFO::Fitting model to feature number 477, ASV660
#> 2026-06-19 09:38:36.91 INFO::Fitting model to feature number 478, ASV661
#> 2026-06-19 09:38:36.92 INFO::Fitting model to feature number 479, ASV662
#> 2026-06-19 09:38:36.92 INFO::Fitting model to feature number 480, ASV664
#> 2026-06-19 09:38:36.93 INFO::Fitting model to feature number 481, ASV665
#> 2026-06-19 09:38:36.94 INFO::Fitting model to feature number 482, ASV666
#> 2026-06-19 09:38:36.94 INFO::Fitting model to feature number 483, ASV667
#> 2026-06-19 09:38:36.95 INFO::Fitting model to feature number 484, ASV668
#> 2026-06-19 09:38:36.96 INFO::Fitting model to feature number 485, ASV669
#> 2026-06-19 09:38:36.96 INFO::Fitting model to feature number 486, ASV670
#> 2026-06-19 09:38:36.97 INFO::Fitting model to feature number 487, ASV671
#> 2026-06-19 09:38:36.98 INFO::Fitting model to feature number 488, ASV672
#> 2026-06-19 09:38:37.02 INFO::Fitting model to feature number 489, ASV673
#> 2026-06-19 09:38:37.03 INFO::Fitting model to feature number 490, ASV674
#> 2026-06-19 09:38:37.03 INFO::Fitting model to feature number 491, ASV675
#> 2026-06-19 09:38:37.04 INFO::Fitting model to feature number 492, ASV676
#> 2026-06-19 09:38:37.04 INFO::Fitting model to feature number 493, ASV677
#> 2026-06-19 09:38:37.05 INFO::Fitting model to feature number 494, ASV678
#> 2026-06-19 09:38:37.06 INFO::Fitting model to feature number 495, ASV679
#> 2026-06-19 09:38:37.06 INFO::Fitting model to feature number 496, ASV680
#> 2026-06-19 09:38:37.07 INFO::Fitting model to feature number 497, ASV683
#> 2026-06-19 09:38:37.08 INFO::Fitting model to feature number 498, ASV684
#> 2026-06-19 09:38:37.08 INFO::Fitting model to feature number 499, ASV685
#> 2026-06-19 09:38:37.09 INFO::Fitting model to feature number 500, ASV686
#> 2026-06-19 09:38:37.10 INFO::Fitting model to feature number 501, ASV687
#> 2026-06-19 09:38:37.10 INFO::Fitting model to feature number 502, ASV688
#> 2026-06-19 09:38:37.11 INFO::Fitting model to feature number 503, ASV691
#> 2026-06-19 09:38:37.11 INFO::Fitting model to feature number 504, ASV692
#> 2026-06-19 09:38:37.12 INFO::Fitting model to feature number 505, ASV693
#> 2026-06-19 09:38:37.13 INFO::Fitting model to feature number 506, ASV694
#> 2026-06-19 09:38:37.13 INFO::Fitting model to feature number 507, ASV695
#> 2026-06-19 09:38:37.14 INFO::Fitting model to feature number 508, ASV696
#> 2026-06-19 09:38:37.14 INFO::Fitting model to feature number 509, ASV697
#> 2026-06-19 09:38:37.15 INFO::Fitting model to feature number 510, ASV698
#> 2026-06-19 09:38:37.16 INFO::Fitting model to feature number 511, ASV700
#> 2026-06-19 09:38:37.16 INFO::Fitting model to feature number 512, ASV702
#> 2026-06-19 09:38:37.17 INFO::Fitting model to feature number 513, ASV703
#> 2026-06-19 09:38:37.18 INFO::Fitting model to feature number 514, ASV704
#> 2026-06-19 09:38:37.18 INFO::Fitting model to feature number 515, ASV705
#> 2026-06-19 09:38:37.19 INFO::Fitting model to feature number 516, ASV707
#> 2026-06-19 09:38:37.19 INFO::Fitting model to feature number 517, ASV710
#> 2026-06-19 09:38:37.20 INFO::Fitting model to feature number 518, ASV711
#> 2026-06-19 09:38:37.21 INFO::Fitting model to feature number 519, ASV712
#> 2026-06-19 09:38:37.21 INFO::Fitting model to feature number 520, ASV713
#> 2026-06-19 09:38:37.22 INFO::Fitting model to feature number 521, ASV714
#> 2026-06-19 09:38:37.23 INFO::Fitting model to feature number 522, ASV715
#> 2026-06-19 09:38:37.23 INFO::Fitting model to feature number 523, ASV717
#> 2026-06-19 09:38:37.24 INFO::Fitting model to feature number 524, ASV718
#> 2026-06-19 09:38:37.25 INFO::Fitting model to feature number 525, ASV720
#> 2026-06-19 09:38:37.25 INFO::Fitting model to feature number 526, ASV722
#> 2026-06-19 09:38:37.26 INFO::Fitting model to feature number 527, ASV723
#> 2026-06-19 09:38:37.26 INFO::Fitting model to feature number 528, ASV724
#> 2026-06-19 09:38:37.27 INFO::Fitting model to feature number 529, ASV726
#> 2026-06-19 09:38:37.28 INFO::Fitting model to feature number 530, ASV727
#> 2026-06-19 09:38:37.28 INFO::Fitting model to feature number 531, ASV728
#> 2026-06-19 09:38:37.29 INFO::Fitting model to feature number 532, ASV729
#> 2026-06-19 09:38:37.30 INFO::Fitting model to feature number 533, ASV730
#> 2026-06-19 09:38:37.30 INFO::Fitting model to feature number 534, ASV731
#> 2026-06-19 09:38:37.31 INFO::Fitting model to feature number 535, ASV732
#> 2026-06-19 09:38:37.31 INFO::Fitting model to feature number 536, ASV733
#> 2026-06-19 09:38:37.32 INFO::Fitting model to feature number 537, ASV734
#> 2026-06-19 09:38:37.33 INFO::Fitting model to feature number 538, ASV736
#> 2026-06-19 09:38:37.33 INFO::Fitting model to feature number 539, ASV737
#> 2026-06-19 09:38:37.34 INFO::Fitting model to feature number 540, ASV738
#> 2026-06-19 09:38:37.35 INFO::Fitting model to feature number 541, ASV740
#> 2026-06-19 09:38:37.35 INFO::Fitting model to feature number 542, ASV741
#> 2026-06-19 09:38:37.36 INFO::Fitting model to feature number 543, ASV742
#> 2026-06-19 09:38:37.36 INFO::Fitting model to feature number 544, ASV743
#> 2026-06-19 09:38:37.37 INFO::Fitting model to feature number 545, ASV744
#> 2026-06-19 09:38:37.38 INFO::Fitting model to feature number 546, ASV746
#> 2026-06-19 09:38:37.38 INFO::Fitting model to feature number 547, ASV747
#> 2026-06-19 09:38:37.39 INFO::Fitting model to feature number 548, ASV748
#> 2026-06-19 09:38:37.39 INFO::Fitting model to feature number 549, ASV749
#> 2026-06-19 09:38:37.40 INFO::Fitting model to feature number 550, ASV752
#> 2026-06-19 09:38:37.41 INFO::Fitting model to feature number 551, ASV753
#> 2026-06-19 09:38:37.41 INFO::Fitting model to feature number 552, ASV754
#> 2026-06-19 09:38:37.42 INFO::Fitting model to feature number 553, ASV755
#> 2026-06-19 09:38:37.42 INFO::Fitting model to feature number 554, ASV756
#> 2026-06-19 09:38:37.43 INFO::Fitting model to feature number 555, ASV757
#> 2026-06-19 09:38:37.44 INFO::Fitting model to feature number 556, ASV758
#> 2026-06-19 09:38:37.44 INFO::Fitting model to feature number 557, ASV760
#> 2026-06-19 09:38:37.45 INFO::Fitting model to feature number 558, ASV762
#> 2026-06-19 09:38:37.46 INFO::Fitting model to feature number 559, ASV764
#> 2026-06-19 09:38:37.46 INFO::Fitting model to feature number 560, ASV766
#> 2026-06-19 09:38:37.47 INFO::Fitting model to feature number 561, ASV767
#> 2026-06-19 09:38:37.48 INFO::Fitting model to feature number 562, ASV768
#> 2026-06-19 09:38:37.48 INFO::Fitting model to feature number 563, ASV769
#> 2026-06-19 09:38:37.49 INFO::Fitting model to feature number 564, ASV770
#> 2026-06-19 09:38:37.49 INFO::Fitting model to feature number 565, ASV771
#> 2026-06-19 09:38:37.50 INFO::Fitting model to feature number 566, ASV772
#> 2026-06-19 09:38:37.51 INFO::Fitting model to feature number 567, ASV773
#> 2026-06-19 09:38:37.51 INFO::Fitting model to feature number 568, ASV774
#> 2026-06-19 09:38:37.52 INFO::Fitting model to feature number 569, ASV775
#> 2026-06-19 09:38:37.53 INFO::Fitting model to feature number 570, ASV776
#> 2026-06-19 09:38:37.53 INFO::Fitting model to feature number 571, ASV777
#> 2026-06-19 09:38:37.54 INFO::Fitting model to feature number 572, ASV779
#> 2026-06-19 09:38:37.54 INFO::Fitting model to feature number 573, ASV780
#> 2026-06-19 09:38:37.55 INFO::Fitting model to feature number 574, ASV781
#> 2026-06-19 09:38:37.56 INFO::Fitting model to feature number 575, ASV782
#> 2026-06-19 09:38:37.56 INFO::Fitting model to feature number 576, ASV783
#> 2026-06-19 09:38:37.57 INFO::Fitting model to feature number 577, ASV784
#> 2026-06-19 09:38:37.57 INFO::Fitting model to feature number 578, ASV785
#> 2026-06-19 09:38:37.58 INFO::Fitting model to feature number 579, ASV786
#> 2026-06-19 09:38:37.59 INFO::Fitting model to feature number 580, ASV787
#> 2026-06-19 09:38:37.59 INFO::Fitting model to feature number 581, ASV788
#> 2026-06-19 09:38:37.60 INFO::Fitting model to feature number 582, ASV790
#> 2026-06-19 09:38:37.60 INFO::Fitting model to feature number 583, ASV792
#> 2026-06-19 09:38:37.61 INFO::Fitting model to feature number 584, ASV795
#> 2026-06-19 09:38:37.62 INFO::Fitting model to feature number 585, ASV796
#> 2026-06-19 09:38:37.62 INFO::Fitting model to feature number 586, ASV797
#> 2026-06-19 09:38:37.63 INFO::Fitting model to feature number 587, ASV798
#> 2026-06-19 09:38:37.64 INFO::Fitting model to feature number 588, ASV799
#> 2026-06-19 09:38:37.64 INFO::Fitting model to feature number 589, ASV801
#> 2026-06-19 09:38:37.65 INFO::Fitting model to feature number 590, ASV802
#> 2026-06-19 09:38:37.65 INFO::Fitting model to feature number 591, ASV803
#> 2026-06-19 09:38:37.66 INFO::Fitting model to feature number 592, ASV805
#> 2026-06-19 09:38:37.67 INFO::Fitting model to feature number 593, ASV807
#> 2026-06-19 09:38:37.67 INFO::Fitting model to feature number 594, ASV808
#> 2026-06-19 09:38:37.68 INFO::Fitting model to feature number 595, ASV810
#> 2026-06-19 09:38:37.68 INFO::Fitting model to feature number 596, ASV811
#> 2026-06-19 09:38:37.69 INFO::Fitting model to feature number 597, ASV814
#> 2026-06-19 09:38:37.70 INFO::Fitting model to feature number 598, ASV815
#> 2026-06-19 09:38:37.70 INFO::Fitting model to feature number 599, ASV816
#> 2026-06-19 09:38:37.71 INFO::Fitting model to feature number 600, ASV817
#> 2026-06-19 09:38:37.72 INFO::Fitting model to feature number 601, ASV819
#> 2026-06-19 09:38:37.72 INFO::Fitting model to feature number 602, ASV821
#> 2026-06-19 09:38:37.73 INFO::Fitting model to feature number 603, ASV822
#> 2026-06-19 09:38:37.73 INFO::Fitting model to feature number 604, ASV823
#> 2026-06-19 09:38:37.74 INFO::Fitting model to feature number 605, ASV824
#> 2026-06-19 09:38:37.75 INFO::Fitting model to feature number 606, ASV828
#> 2026-06-19 09:38:37.75 INFO::Fitting model to feature number 607, ASV829
#> 2026-06-19 09:38:37.76 INFO::Fitting model to feature number 608, ASV830
#> 2026-06-19 09:38:37.76 INFO::Fitting model to feature number 609, ASV831
#> 2026-06-19 09:38:37.77 INFO::Fitting model to feature number 610, ASV832
#> 2026-06-19 09:38:37.78 INFO::Fitting model to feature number 611, ASV834
#> 2026-06-19 09:38:37.78 INFO::Fitting model to feature number 612, ASV836
#> 2026-06-19 09:38:37.79 INFO::Fitting model to feature number 613, ASV837
#> 2026-06-19 09:38:37.80 INFO::Fitting model to feature number 614, ASV838
#> 2026-06-19 09:38:37.80 INFO::Fitting model to feature number 615, ASV839
#> 2026-06-19 09:38:37.81 INFO::Fitting model to feature number 616, ASV840
#> 2026-06-19 09:38:37.81 INFO::Fitting model to feature number 617, ASV841
#> 2026-06-19 09:38:37.82 INFO::Fitting model to feature number 618, ASV842
#> 2026-06-19 09:38:37.83 INFO::Fitting model to feature number 619, ASV843
#> 2026-06-19 09:38:37.83 INFO::Fitting model to feature number 620, ASV844
#> 2026-06-19 09:38:37.84 INFO::Fitting model to feature number 621, ASV845
#> 2026-06-19 09:38:37.84 INFO::Fitting model to feature number 622, ASV847
#> 2026-06-19 09:38:37.85 INFO::Fitting model to feature number 623, ASV848
#> 2026-06-19 09:38:37.86 INFO::Fitting model to feature number 624, ASV852
#> 2026-06-19 09:38:37.86 INFO::Fitting model to feature number 625, ASV853
#> 2026-06-19 09:38:37.87 INFO::Fitting model to feature number 626, ASV854
#> 2026-06-19 09:38:37.88 INFO::Fitting model to feature number 627, ASV855
#> 2026-06-19 09:38:37.88 INFO::Fitting model to feature number 628, ASV857
#> 2026-06-19 09:38:37.89 INFO::Fitting model to feature number 629, ASV858
#> 2026-06-19 09:38:37.89 INFO::Fitting model to feature number 630, ASV859
#> 2026-06-19 09:38:37.90 INFO::Fitting model to feature number 631, ASV860
#> 2026-06-19 09:38:37.91 INFO::Fitting model to feature number 632, ASV861
#> 2026-06-19 09:38:37.91 INFO::Fitting model to feature number 633, ASV863
#> 2026-06-19 09:38:37.92 INFO::Fitting model to feature number 634, ASV865
#> 2026-06-19 09:38:37.93 INFO::Fitting model to feature number 635, ASV870
#> 2026-06-19 09:38:37.93 INFO::Fitting model to feature number 636, ASV873
#> 2026-06-19 09:38:37.94 INFO::Fitting model to feature number 637, ASV874
#> 2026-06-19 09:38:37.94 INFO::Fitting model to feature number 638, ASV875
#> 2026-06-19 09:38:37.95 INFO::Fitting model to feature number 639, ASV876
#> 2026-06-19 09:38:37.96 INFO::Fitting model to feature number 640, ASV877
#> 2026-06-19 09:38:37.96 INFO::Fitting model to feature number 641, ASV878
#> 2026-06-19 09:38:37.97 INFO::Fitting model to feature number 642, ASV879
#> 2026-06-19 09:38:37.97 INFO::Fitting model to feature number 643, ASV880
#> 2026-06-19 09:38:37.98 INFO::Fitting model to feature number 644, ASV883
#> 2026-06-19 09:38:37.99 INFO::Fitting model to feature number 645, ASV884
#> 2026-06-19 09:38:37.99 INFO::Fitting model to feature number 646, ASV887
#> 2026-06-19 09:38:38.00 INFO::Fitting model to feature number 647, ASV888
#> 2026-06-19 09:38:38.04 INFO::Fitting model to feature number 648, ASV890
#> 2026-06-19 09:38:38.05 INFO::Fitting model to feature number 649, ASV891
#> 2026-06-19 09:38:38.05 INFO::Fitting model to feature number 650, ASV892
#> 2026-06-19 09:38:38.06 INFO::Fitting model to feature number 651, ASV895
#> 2026-06-19 09:38:38.07 INFO::Fitting model to feature number 652, ASV897
#> 2026-06-19 09:38:38.07 INFO::Fitting model to feature number 653, ASV898
#> 2026-06-19 09:38:38.08 INFO::Fitting model to feature number 654, ASV899
#> 2026-06-19 09:38:38.09 INFO::Fitting model to feature number 655, ASV901
#> 2026-06-19 09:38:38.09 INFO::Fitting model to feature number 656, ASV902
#> 2026-06-19 09:38:38.10 INFO::Fitting model to feature number 657, ASV903
#> 2026-06-19 09:38:38.10 INFO::Fitting model to feature number 658, ASV904
#> 2026-06-19 09:38:38.11 INFO::Fitting model to feature number 659, ASV905
#> 2026-06-19 09:38:38.12 INFO::Fitting model to feature number 660, ASV906
#> 2026-06-19 09:38:38.12 INFO::Fitting model to feature number 661, ASV907
#> 2026-06-19 09:38:38.13 INFO::Fitting model to feature number 662, ASV909
#> 2026-06-19 09:38:38.13 INFO::Fitting model to feature number 663, ASV910
#> 2026-06-19 09:38:38.14 INFO::Fitting model to feature number 664, ASV911
#> 2026-06-19 09:38:38.15 INFO::Fitting model to feature number 665, ASV913
#> 2026-06-19 09:38:38.15 INFO::Fitting model to feature number 666, ASV914
#> 2026-06-19 09:38:38.16 INFO::Fitting model to feature number 667, ASV915
#> 2026-06-19 09:38:38.17 INFO::Fitting model to feature number 668, ASV916
#> 2026-06-19 09:38:38.17 INFO::Fitting model to feature number 669, ASV917
#> 2026-06-19 09:38:38.18 INFO::Fitting model to feature number 670, ASV918
#> 2026-06-19 09:38:38.18 INFO::Fitting model to feature number 671, ASV919
#> 2026-06-19 09:38:38.19 INFO::Fitting model to feature number 672, ASV920
#> 2026-06-19 09:38:38.20 INFO::Fitting model to feature number 673, ASV921
#> 2026-06-19 09:38:38.20 INFO::Fitting model to feature number 674, ASV922
#> 2026-06-19 09:38:38.21 INFO::Fitting model to feature number 675, ASV923
#> 2026-06-19 09:38:38.21 INFO::Fitting model to feature number 676, ASV926
#> 2026-06-19 09:38:38.22 INFO::Fitting model to feature number 677, ASV927
#> 2026-06-19 09:38:38.23 INFO::Fitting model to feature number 678, ASV928
#> 2026-06-19 09:38:38.23 INFO::Fitting model to feature number 679, ASV930
#> 2026-06-19 09:38:38.24 INFO::Fitting model to feature number 680, ASV932
#> 2026-06-19 09:38:38.25 INFO::Fitting model to feature number 681, ASV934
#> 2026-06-19 09:38:38.25 INFO::Fitting model to feature number 682, ASV935
#> 2026-06-19 09:38:38.26 INFO::Fitting model to feature number 683, ASV936
#> 2026-06-19 09:38:38.27 INFO::Fitting model to feature number 684, ASV937
#> 2026-06-19 09:38:38.27 INFO::Fitting model to feature number 685, ASV938
#> 2026-06-19 09:38:38.28 INFO::Fitting model to feature number 686, ASV939
#> 2026-06-19 09:38:38.28 INFO::Fitting model to feature number 687, ASV940
#> 2026-06-19 09:38:38.29 INFO::Fitting model to feature number 688, ASV941
#> 2026-06-19 09:38:38.30 INFO::Fitting model to feature number 689, ASV942
#> 2026-06-19 09:38:38.30 INFO::Fitting model to feature number 690, ASV943
#> 2026-06-19 09:38:38.31 INFO::Fitting model to feature number 691, ASV945
#> 2026-06-19 09:38:38.32 INFO::Fitting model to feature number 692, ASV947
#> 2026-06-19 09:38:38.32 INFO::Fitting model to feature number 693, ASV948
#> 2026-06-19 09:38:38.33 INFO::Fitting model to feature number 694, ASV949
#> 2026-06-19 09:38:38.33 INFO::Fitting model to feature number 695, ASV950
#> 2026-06-19 09:38:38.34 INFO::Fitting model to feature number 696, ASV951
#> 2026-06-19 09:38:38.35 INFO::Fitting model to feature number 697, ASV953
#> 2026-06-19 09:38:38.35 INFO::Fitting model to feature number 698, ASV955
#> 2026-06-19 09:38:38.36 INFO::Fitting model to feature number 699, ASV958
#> 2026-06-19 09:38:38.36 INFO::Fitting model to feature number 700, ASV959
#> 2026-06-19 09:38:38.37 INFO::Fitting model to feature number 701, ASV961
#> 2026-06-19 09:38:38.38 INFO::Fitting model to feature number 702, ASV962
#> 2026-06-19 09:38:38.38 INFO::Fitting model to feature number 703, ASV963
#> 2026-06-19 09:38:38.39 INFO::Fitting model to feature number 704, ASV964
#> 2026-06-19 09:38:38.39 INFO::Fitting model to feature number 705, ASV966
#> 2026-06-19 09:38:38.40 INFO::Fitting model to feature number 706, ASV967
#> 2026-06-19 09:38:38.41 INFO::Fitting model to feature number 707, ASV969
#> 2026-06-19 09:38:38.41 INFO::Fitting model to feature number 708, ASV970
#> 2026-06-19 09:38:38.42 INFO::Fitting model to feature number 709, ASV971
#> 2026-06-19 09:38:38.43 INFO::Fitting model to feature number 710, ASV972
#> 2026-06-19 09:38:38.43 INFO::Fitting model to feature number 711, ASV973
#> 2026-06-19 09:38:38.44 INFO::Fitting model to feature number 712, ASV974
#> 2026-06-19 09:38:38.45 INFO::Fitting model to feature number 713, ASV975
#> 2026-06-19 09:38:38.45 INFO::Fitting model to feature number 714, ASV976
#> 2026-06-19 09:38:38.46 INFO::Fitting model to feature number 715, ASV977
#> 2026-06-19 09:38:38.46 INFO::Fitting model to feature number 716, ASV979
#> 2026-06-19 09:38:38.47 INFO::Fitting model to feature number 717, ASV980
#> 2026-06-19 09:38:38.48 INFO::Fitting model to feature number 718, ASV981
#> 2026-06-19 09:38:38.48 INFO::Fitting model to feature number 719, ASV983
#> 2026-06-19 09:38:38.49 INFO::Fitting model to feature number 720, ASV984
#> 2026-06-19 09:38:38.50 INFO::Fitting model to feature number 721, ASV986
#> 2026-06-19 09:38:38.50 INFO::Fitting model to feature number 722, ASV987
#> 2026-06-19 09:38:38.51 INFO::Fitting model to feature number 723, ASV988
#> 2026-06-19 09:38:38.51 INFO::Fitting model to feature number 724, ASV989
#> 2026-06-19 09:38:38.52 INFO::Fitting model to feature number 725, ASV990
#> 2026-06-19 09:38:38.53 INFO::Fitting model to feature number 726, ASV992
#> 2026-06-19 09:38:38.53 INFO::Fitting model to feature number 727, ASV993
#> 2026-06-19 09:38:38.54 INFO::Fitting model to feature number 728, ASV994
#> 2026-06-19 09:38:38.55 INFO::Fitting model to feature number 729, ASV995
#> 2026-06-19 09:38:38.55 INFO::Fitting model to feature number 730, ASV996
#> 2026-06-19 09:38:38.56 INFO::Fitting model to feature number 731, ASV997
#> 2026-06-19 09:38:38.56 INFO::Fitting model to feature number 732, ASV998
#> 2026-06-19 09:38:38.57 INFO::Fitting model to feature number 733, ASV999
#> 2026-06-19 09:38:38.58 INFO::Fitting model to feature number 734, ASV1001
#> 2026-06-19 09:38:38.58 INFO::Fitting model to feature number 735, ASV1002
#> 2026-06-19 09:38:38.59 INFO::Fitting model to feature number 736, ASV1003
#> 2026-06-19 09:38:38.60 INFO::Fitting model to feature number 737, ASV1004
#> 2026-06-19 09:38:38.60 INFO::Fitting model to feature number 738, ASV1005
#> 2026-06-19 09:38:38.61 INFO::Fitting model to feature number 739, ASV1006
#> 2026-06-19 09:38:38.61 INFO::Fitting model to feature number 740, ASV1007
#> 2026-06-19 09:38:38.62 INFO::Fitting model to feature number 741, ASV1008
#> 2026-06-19 09:38:38.63 INFO::Fitting model to feature number 742, ASV1010
#> 2026-06-19 09:38:38.63 INFO::Fitting model to feature number 743, ASV1011
#> 2026-06-19 09:38:38.64 INFO::Fitting model to feature number 744, ASV1014
#> 2026-06-19 09:38:38.65 INFO::Fitting model to feature number 745, ASV1015
#> 2026-06-19 09:38:38.65 INFO::Fitting model to feature number 746, ASV1016
#> 2026-06-19 09:38:38.66 INFO::Fitting model to feature number 747, ASV1017
#> 2026-06-19 09:38:38.66 INFO::Fitting model to feature number 748, ASV1018
#> 2026-06-19 09:38:38.67 INFO::Fitting model to feature number 749, ASV1020
#> 2026-06-19 09:38:38.68 INFO::Fitting model to feature number 750, ASV1021
#> 2026-06-19 09:38:38.68 INFO::Fitting model to feature number 751, ASV1022
#> 2026-06-19 09:38:38.69 INFO::Fitting model to feature number 752, ASV1023
#> 2026-06-19 09:38:38.70 INFO::Fitting model to feature number 753, ASV1024
#> 2026-06-19 09:38:38.70 INFO::Fitting model to feature number 754, ASV1025
#> 2026-06-19 09:38:38.71 INFO::Fitting model to feature number 755, ASV1026
#> 2026-06-19 09:38:38.72 INFO::Fitting model to feature number 756, ASV1027
#> 2026-06-19 09:38:38.72 INFO::Fitting model to feature number 757, ASV1028
#> 2026-06-19 09:38:38.73 INFO::Fitting model to feature number 758, ASV1029
#> 2026-06-19 09:38:38.73 INFO::Fitting model to feature number 759, ASV1030
#> 2026-06-19 09:38:38.74 INFO::Fitting model to feature number 760, ASV1031
#> 2026-06-19 09:38:38.75 INFO::Fitting model to feature number 761, ASV1032
#> 2026-06-19 09:38:38.75 INFO::Fitting model to feature number 762, ASV1035
#> 2026-06-19 09:38:38.76 INFO::Fitting model to feature number 763, ASV1036
#> 2026-06-19 09:38:38.77 INFO::Fitting model to feature number 764, ASV1037
#> 2026-06-19 09:38:38.77 INFO::Fitting model to feature number 765, ASV1038
#> 2026-06-19 09:38:38.78 INFO::Fitting model to feature number 766, ASV1039
#> 2026-06-19 09:38:38.78 INFO::Fitting model to feature number 767, ASV1040
#> 2026-06-19 09:38:38.79 INFO::Fitting model to feature number 768, ASV1041
#> 2026-06-19 09:38:38.80 INFO::Fitting model to feature number 769, ASV1042
#> 2026-06-19 09:38:38.80 INFO::Fitting model to feature number 770, ASV1044
#> 2026-06-19 09:38:38.81 INFO::Fitting model to feature number 771, ASV1046
#> 2026-06-19 09:38:38.82 INFO::Fitting model to feature number 772, ASV1047
#> 2026-06-19 09:38:38.82 INFO::Fitting model to feature number 773, ASV1048
#> 2026-06-19 09:38:38.83 INFO::Fitting model to feature number 774, ASV1049
#> 2026-06-19 09:38:38.84 INFO::Fitting model to feature number 775, ASV1052
#> 2026-06-19 09:38:38.84 INFO::Fitting model to feature number 776, ASV1053
#> 2026-06-19 09:38:38.85 INFO::Fitting model to feature number 777, ASV1057
#> 2026-06-19 09:38:38.85 INFO::Fitting model to feature number 778, ASV1058
#> 2026-06-19 09:38:38.86 INFO::Fitting model to feature number 779, ASV1059
#> 2026-06-19 09:38:38.87 INFO::Fitting model to feature number 780, ASV1063
#> 2026-06-19 09:38:38.87 INFO::Fitting model to feature number 781, ASV1065
#> 2026-06-19 09:38:38.88 INFO::Fitting model to feature number 782, ASV1066
#> 2026-06-19 09:38:38.89 INFO::Fitting model to feature number 783, ASV1067
#> 2026-06-19 09:38:38.89 INFO::Fitting model to feature number 784, ASV1068
#> 2026-06-19 09:38:38.90 INFO::Fitting model to feature number 785, ASV1069
#> 2026-06-19 09:38:38.90 INFO::Fitting model to feature number 786, ASV1070
#> 2026-06-19 09:38:38.91 INFO::Fitting model to feature number 787, ASV1071
#> 2026-06-19 09:38:38.92 INFO::Fitting model to feature number 788, ASV1072
#> 2026-06-19 09:38:38.92 INFO::Fitting model to feature number 789, ASV1073
#> 2026-06-19 09:38:38.93 INFO::Fitting model to feature number 790, ASV1074
#> 2026-06-19 09:38:38.94 INFO::Fitting model to feature number 791, ASV1076
#> 2026-06-19 09:38:38.94 INFO::Fitting model to feature number 792, ASV1078
#> 2026-06-19 09:38:38.95 INFO::Fitting model to feature number 793, ASV1079
#> 2026-06-19 09:38:38.95 INFO::Fitting model to feature number 794, ASV1082
#> 2026-06-19 09:38:38.99 INFO::Fitting model to feature number 795, ASV1084
#> 2026-06-19 09:38:39.00 INFO::Fitting model to feature number 796, ASV1085
#> 2026-06-19 09:38:39.01 INFO::Fitting model to feature number 797, ASV1086
#> 2026-06-19 09:38:39.01 INFO::Fitting model to feature number 798, ASV1087
#> 2026-06-19 09:38:39.02 INFO::Fitting model to feature number 799, ASV1090
#> 2026-06-19 09:38:39.03 INFO::Fitting model to feature number 800, ASV1091
#> 2026-06-19 09:38:39.03 INFO::Fitting model to feature number 801, ASV1093
#> 2026-06-19 09:38:39.04 INFO::Fitting model to feature number 802, ASV1095
#> 2026-06-19 09:38:39.04 INFO::Fitting model to feature number 803, ASV1096
#> 2026-06-19 09:38:39.05 INFO::Fitting model to feature number 804, ASV1097
#> 2026-06-19 09:38:39.06 INFO::Fitting model to feature number 805, ASV1099
#> 2026-06-19 09:38:39.06 INFO::Fitting model to feature number 806, ASV1100
#> 2026-06-19 09:38:39.07 INFO::Fitting model to feature number 807, ASV1101
#> 2026-06-19 09:38:39.08 INFO::Fitting model to feature number 808, ASV1103
#> 2026-06-19 09:38:39.08 INFO::Fitting model to feature number 809, ASV1105
#> 2026-06-19 09:38:39.09 INFO::Fitting model to feature number 810, ASV1107
#> 2026-06-19 09:38:39.10 INFO::Fitting model to feature number 811, ASV1108
#> 2026-06-19 09:38:39.10 INFO::Fitting model to feature number 812, ASV1109
#> 2026-06-19 09:38:39.11 INFO::Fitting model to feature number 813, ASV1110
#> 2026-06-19 09:38:39.12 INFO::Fitting model to feature number 814, ASV1111
#> 2026-06-19 09:38:39.12 INFO::Fitting model to feature number 815, ASV1112
#> 2026-06-19 09:38:39.13 INFO::Fitting model to feature number 816, ASV1114
#> 2026-06-19 09:38:39.14 INFO::Fitting model to feature number 817, ASV1115
#> 2026-06-19 09:38:39.15 INFO::Fitting model to feature number 818, ASV1116
#> 2026-06-19 09:38:39.15 INFO::Fitting model to feature number 819, ASV1120
#> 2026-06-19 09:38:39.16 INFO::Fitting model to feature number 820, ASV1121
#> 2026-06-19 09:38:39.17 INFO::Fitting model to feature number 821, ASV1122
#> 2026-06-19 09:38:39.17 INFO::Fitting model to feature number 822, ASV1125
#> 2026-06-19 09:38:39.18 INFO::Fitting model to feature number 823, ASV1126
#> 2026-06-19 09:38:39.19 INFO::Fitting model to feature number 824, ASV1127
#> 2026-06-19 09:38:39.19 INFO::Fitting model to feature number 825, ASV1128
#> 2026-06-19 09:38:39.20 INFO::Fitting model to feature number 826, ASV1129
#> 2026-06-19 09:38:39.21 INFO::Fitting model to feature number 827, ASV1131
#> 2026-06-19 09:38:39.22 INFO::Fitting model to feature number 828, ASV1132
#> 2026-06-19 09:38:39.22 INFO::Fitting model to feature number 829, ASV1133
#> 2026-06-19 09:38:39.23 INFO::Fitting model to feature number 830, ASV1134
#> 2026-06-19 09:38:39.24 INFO::Fitting model to feature number 831, ASV1135
#> 2026-06-19 09:38:39.24 INFO::Fitting model to feature number 832, ASV1137
#> 2026-06-19 09:38:39.25 INFO::Fitting model to feature number 833, ASV1138
#> 2026-06-19 09:38:39.26 INFO::Fitting model to feature number 834, ASV1139
#> 2026-06-19 09:38:39.26 INFO::Fitting model to feature number 835, ASV1141
#> 2026-06-19 09:38:39.27 INFO::Fitting model to feature number 836, ASV1143
#> 2026-06-19 09:38:39.28 INFO::Fitting model to feature number 837, ASV1144
#> 2026-06-19 09:38:39.28 INFO::Fitting model to feature number 838, ASV1146
#> 2026-06-19 09:38:39.29 INFO::Fitting model to feature number 839, ASV1147
#> 2026-06-19 09:38:39.30 INFO::Fitting model to feature number 840, ASV1148
#> 2026-06-19 09:38:39.30 INFO::Fitting model to feature number 841, ASV1150
#> 2026-06-19 09:38:39.31 INFO::Fitting model to feature number 842, ASV1151
#> 2026-06-19 09:38:39.31 INFO::Fitting model to feature number 843, ASV1152
#> 2026-06-19 09:38:39.32 INFO::Fitting model to feature number 844, ASV1154
#> 2026-06-19 09:38:39.33 INFO::Fitting model to feature number 845, ASV1155
#> 2026-06-19 09:38:39.33 INFO::Fitting model to feature number 846, ASV1156
#> 2026-06-19 09:38:39.34 INFO::Fitting model to feature number 847, ASV1158
#> 2026-06-19 09:38:39.35 INFO::Fitting model to feature number 848, ASV1159
#> 2026-06-19 09:38:39.35 INFO::Fitting model to feature number 849, ASV1160
#> 2026-06-19 09:38:39.36 INFO::Fitting model to feature number 850, ASV1161
#> 2026-06-19 09:38:39.36 INFO::Fitting model to feature number 851, ASV1162
#> 2026-06-19 09:38:39.37 INFO::Fitting model to feature number 852, ASV1163
#> 2026-06-19 09:38:39.38 INFO::Fitting model to feature number 853, ASV1164
#> 2026-06-19 09:38:39.38 INFO::Fitting model to feature number 854, ASV1165
#> 2026-06-19 09:38:39.39 INFO::Fitting model to feature number 855, ASV1167
#> 2026-06-19 09:38:39.39 INFO::Fitting model to feature number 856, ASV1168
#> 2026-06-19 09:38:39.40 INFO::Fitting model to feature number 857, ASV1169
#> 2026-06-19 09:38:39.41 INFO::Fitting model to feature number 858, ASV1171
#> 2026-06-19 09:38:39.41 INFO::Fitting model to feature number 859, ASV1172
#> 2026-06-19 09:38:39.42 INFO::Fitting model to feature number 860, ASV1173
#> 2026-06-19 09:38:39.43 INFO::Fitting model to feature number 861, ASV1175
#> 2026-06-19 09:38:39.43 INFO::Fitting model to feature number 862, ASV1176
#> 2026-06-19 09:38:39.44 INFO::Fitting model to feature number 863, ASV1177
#> 2026-06-19 09:38:39.45 INFO::Fitting model to feature number 864, ASV1179
#> 2026-06-19 09:38:39.45 INFO::Fitting model to feature number 865, ASV1180
#> 2026-06-19 09:38:39.46 INFO::Fitting model to feature number 866, ASV1182
#> 2026-06-19 09:38:39.46 INFO::Fitting model to feature number 867, ASV1184
#> 2026-06-19 09:38:39.47 INFO::Fitting model to feature number 868, ASV1185
#> 2026-06-19 09:38:39.48 INFO::Fitting model to feature number 869, ASV1186
#> 2026-06-19 09:38:39.48 INFO::Fitting model to feature number 870, ASV1187
#> 2026-06-19 09:38:39.49 INFO::Fitting model to feature number 871, ASV1189
#> 2026-06-19 09:38:39.49 INFO::Fitting model to feature number 872, ASV1190
#> 2026-06-19 09:38:39.50 INFO::Fitting model to feature number 873, ASV1192
#> 2026-06-19 09:38:39.51 INFO::Fitting model to feature number 874, ASV1193
#> 2026-06-19 09:38:39.51 INFO::Fitting model to feature number 875, ASV1194
#> 2026-06-19 09:38:39.52 INFO::Fitting model to feature number 876, ASV1195
#> 2026-06-19 09:38:39.53 INFO::Fitting model to feature number 877, ASV1198
#> 2026-06-19 09:38:39.53 INFO::Fitting model to feature number 878, ASV1199
#> 2026-06-19 09:38:39.54 INFO::Fitting model to feature number 879, ASV1200
#> 2026-06-19 09:38:39.54 INFO::Fitting model to feature number 880, ASV1203
#> 2026-06-19 09:38:39.55 INFO::Fitting model to feature number 881, ASV1204
#> 2026-06-19 09:38:39.56 INFO::Fitting model to feature number 882, ASV1205
#> 2026-06-19 09:38:39.57 INFO::Fitting model to feature number 883, ASV1206
#> 2026-06-19 09:38:39.57 INFO::Fitting model to feature number 884, ASV1208
#> 2026-06-19 09:38:39.58 INFO::Fitting model to feature number 885, ASV1209
#> 2026-06-19 09:38:39.59 INFO::Fitting model to feature number 886, ASV1210
#> 2026-06-19 09:38:39.60 INFO::Fitting model to feature number 887, ASV1211
#> 2026-06-19 09:38:39.60 INFO::Fitting model to feature number 888, ASV1212
#> 2026-06-19 09:38:39.61 INFO::Fitting model to feature number 889, ASV1213
#> 2026-06-19 09:38:39.62 INFO::Fitting model to feature number 890, ASV1214
#> 2026-06-19 09:38:39.62 INFO::Fitting model to feature number 891, ASV1216
#> 2026-06-19 09:38:39.63 INFO::Fitting model to feature number 892, ASV1217
#> 2026-06-19 09:38:39.64 INFO::Fitting model to feature number 893, ASV1218
#> 2026-06-19 09:38:39.64 INFO::Fitting model to feature number 894, ASV1219
#> 2026-06-19 09:38:39.65 INFO::Fitting model to feature number 895, ASV1221
#> 2026-06-19 09:38:39.66 INFO::Fitting model to feature number 896, ASV1223
#> 2026-06-19 09:38:39.67 INFO::Fitting model to feature number 897, ASV1224
#> 2026-06-19 09:38:39.67 INFO::Fitting model to feature number 898, ASV1225
#> 2026-06-19 09:38:39.68 INFO::Fitting model to feature number 899, ASV1227
#> 2026-06-19 09:38:39.69 INFO::Fitting model to feature number 900, ASV1228
#> 2026-06-19 09:38:39.70 INFO::Fitting model to feature number 901, ASV1229
#> 2026-06-19 09:38:39.70 INFO::Fitting model to feature number 902, ASV1230
#> 2026-06-19 09:38:39.71 INFO::Fitting model to feature number 903, ASV1231
#> 2026-06-19 09:38:39.72 INFO::Fitting model to feature number 904, ASV1232
#> 2026-06-19 09:38:39.72 INFO::Fitting model to feature number 905, ASV1233
#> 2026-06-19 09:38:39.73 INFO::Fitting model to feature number 906, ASV1234
#> 2026-06-19 09:38:39.74 INFO::Fitting model to feature number 907, ASV1236
#> 2026-06-19 09:38:39.75 INFO::Fitting model to feature number 908, ASV1238
#> 2026-06-19 09:38:39.76 INFO::Fitting model to feature number 909, ASV1239
#> 2026-06-19 09:38:39.76 INFO::Fitting model to feature number 910, ASV1241
#> 2026-06-19 09:38:39.77 INFO::Fitting model to feature number 911, ASV1242
#> 2026-06-19 09:38:39.78 INFO::Fitting model to feature number 912, ASV1243
#> 2026-06-19 09:38:39.78 INFO::Fitting model to feature number 913, ASV1245
#> 2026-06-19 09:38:39.79 INFO::Fitting model to feature number 914, ASV1246
#> 2026-06-19 09:38:39.80 INFO::Fitting model to feature number 915, ASV1247
#> 2026-06-19 09:38:39.80 INFO::Fitting model to feature number 916, ASV1251
#> 2026-06-19 09:38:39.81 INFO::Fitting model to feature number 917, ASV1252
#> 2026-06-19 09:38:39.82 INFO::Fitting model to feature number 918, ASV1253
#> 2026-06-19 09:38:39.82 INFO::Fitting model to feature number 919, ASV1254
#> 2026-06-19 09:38:39.83 INFO::Fitting model to feature number 920, ASV1257
#> 2026-06-19 09:38:39.84 INFO::Fitting model to feature number 921, ASV1258
#> 2026-06-19 09:38:39.84 INFO::Fitting model to feature number 922, ASV1259
#> 2026-06-19 09:38:39.85 INFO::Fitting model to feature number 923, ASV1260
#> 2026-06-19 09:38:39.86 INFO::Fitting model to feature number 924, ASV1261
#> 2026-06-19 09:38:39.86 INFO::Fitting model to feature number 925, ASV1262
#> 2026-06-19 09:38:39.87 INFO::Fitting model to feature number 926, ASV1263
#> 2026-06-19 09:38:39.88 INFO::Fitting model to feature number 927, ASV1264
#> 2026-06-19 09:38:39.92 INFO::Fitting model to feature number 928, ASV1265
#> 2026-06-19 09:38:39.93 INFO::Fitting model to feature number 929, ASV1267
#> 2026-06-19 09:38:39.93 INFO::Fitting model to feature number 930, ASV1268
#> 2026-06-19 09:38:39.94 INFO::Fitting model to feature number 931, ASV1269
#> 2026-06-19 09:38:39.94 INFO::Fitting model to feature number 932, ASV1270
#> 2026-06-19 09:38:39.95 INFO::Fitting model to feature number 933, ASV1271
#> 2026-06-19 09:38:39.96 INFO::Fitting model to feature number 934, ASV1272
#> 2026-06-19 09:38:39.96 INFO::Fitting model to feature number 935, ASV1273
#> 2026-06-19 09:38:39.97 INFO::Fitting model to feature number 936, ASV1274
#> 2026-06-19 09:38:39.98 INFO::Fitting model to feature number 937, ASV1275
#> 2026-06-19 09:38:39.98 INFO::Fitting model to feature number 938, ASV1276
#> 2026-06-19 09:38:39.99 INFO::Fitting model to feature number 939, ASV1278
#> 2026-06-19 09:38:39.99 INFO::Fitting model to feature number 940, ASV1279
#> 2026-06-19 09:38:40.00 INFO::Fitting model to feature number 941, ASV1282
#> 2026-06-19 09:38:40.01 INFO::Fitting model to feature number 942, ASV1283
#> 2026-06-19 09:38:40.01 INFO::Fitting model to feature number 943, ASV1284
#> 2026-06-19 09:38:40.02 INFO::Fitting model to feature number 944, ASV1285
#> 2026-06-19 09:38:40.03 INFO::Fitting model to feature number 945, ASV1286
#> 2026-06-19 09:38:40.03 INFO::Fitting model to feature number 946, ASV1287
#> 2026-06-19 09:38:40.04 INFO::Fitting model to feature number 947, ASV1288
#> 2026-06-19 09:38:40.04 INFO::Fitting model to feature number 948, ASV1289
#> 2026-06-19 09:38:40.05 INFO::Fitting model to feature number 949, ASV1290
#> 2026-06-19 09:38:40.06 INFO::Fitting model to feature number 950, ASV1293
#> 2026-06-19 09:38:40.06 INFO::Fitting model to feature number 951, ASV1294
#> 2026-06-19 09:38:40.07 INFO::Fitting model to feature number 952, ASV1296
#> 2026-06-19 09:38:40.08 INFO::Fitting model to feature number 953, ASV1297
#> 2026-06-19 09:38:40.08 INFO::Fitting model to feature number 954, ASV1300
#> 2026-06-19 09:38:40.09 INFO::Fitting model to feature number 955, ASV1301
#> 2026-06-19 09:38:40.10 INFO::Fitting model to feature number 956, ASV1302
#> 2026-06-19 09:38:40.10 INFO::Fitting model to feature number 957, ASV1303
#> 2026-06-19 09:38:40.11 INFO::Fitting model to feature number 958, ASV1304
#> 2026-06-19 09:38:40.11 INFO::Fitting model to feature number 959, ASV1305
#> 2026-06-19 09:38:40.12 INFO::Fitting model to feature number 960, ASV1307
#> 2026-06-19 09:38:40.13 INFO::Fitting model to feature number 961, ASV1310
#> 2026-06-19 09:38:40.13 INFO::Fitting model to feature number 962, ASV1311
#> 2026-06-19 09:38:40.14 INFO::Fitting model to feature number 963, ASV1312
#> 2026-06-19 09:38:40.15 INFO::Fitting model to feature number 964, ASV1313
#> 2026-06-19 09:38:40.15 INFO::Fitting model to feature number 965, ASV1314
#> 2026-06-19 09:38:40.16 INFO::Fitting model to feature number 966, ASV1315
#> 2026-06-19 09:38:40.16 INFO::Fitting model to feature number 967, ASV1316
#> 2026-06-19 09:38:40.17 INFO::Fitting model to feature number 968, ASV1317
#> 2026-06-19 09:38:40.18 INFO::Fitting model to feature number 969, ASV1319
#> 2026-06-19 09:38:40.18 INFO::Fitting model to feature number 970, ASV1320
#> 2026-06-19 09:38:40.19 INFO::Fitting model to feature number 971, ASV1321
#> 2026-06-19 09:38:40.20 INFO::Fitting model to feature number 972, ASV1323
#> 2026-06-19 09:38:40.20 INFO::Fitting model to feature number 973, ASV1326
#> 2026-06-19 09:38:40.21 INFO::Fitting model to feature number 974, ASV1327
#> 2026-06-19 09:38:40.21 INFO::Fitting model to feature number 975, ASV1328
#> 2026-06-19 09:38:40.22 INFO::Fitting model to feature number 976, ASV1330
#> 2026-06-19 09:38:40.23 INFO::Fitting model to feature number 977, ASV1332
#> 2026-06-19 09:38:40.23 INFO::Fitting model to feature number 978, ASV1334
#> 2026-06-19 09:38:40.24 INFO::Fitting model to feature number 979, ASV1335
#> 2026-06-19 09:38:40.25 INFO::Fitting model to feature number 980, ASV1336
#> 2026-06-19 09:38:40.25 INFO::Fitting model to feature number 981, ASV1337
#> 2026-06-19 09:38:40.26 INFO::Fitting model to feature number 982, ASV1338
#> 2026-06-19 09:38:40.27 INFO::Fitting model to feature number 983, ASV1340
#> 2026-06-19 09:38:40.27 INFO::Fitting model to feature number 984, ASV1341
#> 2026-06-19 09:38:40.28 INFO::Fitting model to feature number 985, ASV1342
#> 2026-06-19 09:38:40.29 INFO::Fitting model to feature number 986, ASV1345
#> 2026-06-19 09:38:40.29 INFO::Fitting model to feature number 987, ASV1350
#> 2026-06-19 09:38:40.30 INFO::Fitting model to feature number 988, ASV1351
#> 2026-06-19 09:38:40.31 INFO::Fitting model to feature number 989, ASV1352
#> 2026-06-19 09:38:40.31 INFO::Fitting model to feature number 990, ASV1353
#> 2026-06-19 09:38:40.32 INFO::Fitting model to feature number 991, ASV1355
#> 2026-06-19 09:38:40.33 INFO::Fitting model to feature number 992, ASV1356
#> 2026-06-19 09:38:40.33 INFO::Fitting model to feature number 993, ASV1359
#> 2026-06-19 09:38:40.34 INFO::Fitting model to feature number 994, ASV1360
#> 2026-06-19 09:38:40.34 INFO::Fitting model to feature number 995, ASV1361
#> 2026-06-19 09:38:40.35 INFO::Fitting model to feature number 996, ASV1362
#> 2026-06-19 09:38:40.36 INFO::Fitting model to feature number 997, ASV1363
#> 2026-06-19 09:38:40.36 INFO::Fitting model to feature number 998, ASV1365
#> 2026-06-19 09:38:40.37 INFO::Fitting model to feature number 999, ASV1366
#> 2026-06-19 09:38:40.37 INFO::Fitting model to feature number 1000, ASV1367
#> 2026-06-19 09:38:40.38 INFO::Fitting model to feature number 1001, ASV1368
#> 2026-06-19 09:38:40.39 INFO::Fitting model to feature number 1002, ASV1369
#> 2026-06-19 09:38:40.39 INFO::Fitting model to feature number 1003, ASV1370
#> 2026-06-19 09:38:40.40 INFO::Fitting model to feature number 1004, ASV1371
#> 2026-06-19 09:38:40.41 INFO::Fitting model to feature number 1005, ASV1372
#> 2026-06-19 09:38:40.41 INFO::Fitting model to feature number 1006, ASV1373
#> 2026-06-19 09:38:40.42 INFO::Fitting model to feature number 1007, ASV1374
#> 2026-06-19 09:38:40.43 INFO::Fitting model to feature number 1008, ASV1375
#> 2026-06-19 09:38:40.43 INFO::Fitting model to feature number 1009, ASV1376
#> 2026-06-19 09:38:40.44 INFO::Fitting model to feature number 1010, ASV1378
#> 2026-06-19 09:38:40.45 INFO::Fitting model to feature number 1011, ASV1379
#> 2026-06-19 09:38:40.45 INFO::Fitting model to feature number 1012, ASV1380
#> 2026-06-19 09:38:40.46 INFO::Fitting model to feature number 1013, ASV1381
#> 2026-06-19 09:38:40.46 INFO::Fitting model to feature number 1014, ASV1384
#> 2026-06-19 09:38:40.47 INFO::Fitting model to feature number 1015, ASV1386
#> 2026-06-19 09:38:40.48 INFO::Fitting model to feature number 1016, ASV1387
#> 2026-06-19 09:38:40.48 INFO::Fitting model to feature number 1017, ASV1388
#> 2026-06-19 09:38:40.49 INFO::Fitting model to feature number 1018, ASV1389
#> 2026-06-19 09:38:40.49 INFO::Fitting model to feature number 1019, ASV1390
#> 2026-06-19 09:38:40.50 INFO::Fitting model to feature number 1020, ASV1392
#> 2026-06-19 09:38:40.51 INFO::Fitting model to feature number 1021, ASV1393
#> 2026-06-19 09:38:40.51 INFO::Fitting model to feature number 1022, ASV1396
#> 2026-06-19 09:38:40.52 INFO::Fitting model to feature number 1023, ASV1397
#> 2026-06-19 09:38:40.53 INFO::Fitting model to feature number 1024, ASV1398
#> 2026-06-19 09:38:40.53 INFO::Fitting model to feature number 1025, ASV1399
#> 2026-06-19 09:38:40.54 INFO::Fitting model to feature number 1026, ASV1400
#> 2026-06-19 09:38:40.54 INFO::Fitting model to feature number 1027, ASV1401
#> 2026-06-19 09:38:40.55 INFO::Fitting model to feature number 1028, ASV1403
#> 2026-06-19 09:38:40.56 INFO::Fitting model to feature number 1029, ASV1404
#> 2026-06-19 09:38:40.56 INFO::Fitting model to feature number 1030, ASV1406
#> 2026-06-19 09:38:40.57 INFO::Fitting model to feature number 1031, ASV1408
#> 2026-06-19 09:38:40.58 INFO::Fitting model to feature number 1032, ASV1409
#> 2026-06-19 09:38:40.58 INFO::Fitting model to feature number 1033, ASV1410
#> 2026-06-19 09:38:40.59 INFO::Fitting model to feature number 1034, ASV1412
#> 2026-06-19 09:38:40.59 INFO::Fitting model to feature number 1035, ASV1413
#> 2026-06-19 09:38:40.60 INFO::Fitting model to feature number 1036, ASV1414
#> 2026-06-19 09:38:40.61 INFO::Fitting model to feature number 1037, ASV1415
#> 2026-06-19 09:38:40.61 INFO::Fitting model to feature number 1038, ASV1418
#> 2026-06-19 09:38:40.62 INFO::Fitting model to feature number 1039, ASV1419
#> 2026-06-19 09:38:40.63 INFO::Fitting model to feature number 1040, ASV1420
#> 2026-06-19 09:38:40.63 INFO::Fitting model to feature number 1041, ASV1421
#> 2026-06-19 09:38:40.64 INFO::Fitting model to feature number 1042, ASV1422
#> 2026-06-19 09:38:40.64 INFO::Fitting model to feature number 1043, ASV1423
#> 2026-06-19 09:38:40.65 INFO::Fitting model to feature number 1044, ASV1424
#> 2026-06-19 09:38:40.66 INFO::Fitting model to feature number 1045, ASV1425
#> 2026-06-19 09:38:40.66 INFO::Fitting model to feature number 1046, ASV1427
#> 2026-06-19 09:38:40.67 INFO::Fitting model to feature number 1047, ASV1428
#> 2026-06-19 09:38:40.67 INFO::Fitting model to feature number 1048, ASV1430
#> 2026-06-19 09:38:40.68 INFO::Fitting model to feature number 1049, ASV1433
#> 2026-06-19 09:38:40.72 INFO::Fitting model to feature number 1050, ASV1434
#> 2026-06-19 09:38:40.73 INFO::Fitting model to feature number 1051, ASV1435
#> 2026-06-19 09:38:40.73 INFO::Fitting model to feature number 1052, ASV1436
#> 2026-06-19 09:38:40.74 INFO::Fitting model to feature number 1053, ASV1437
#> 2026-06-19 09:38:40.75 INFO::Fitting model to feature number 1054, ASV1438
#> 2026-06-19 09:38:40.75 INFO::Fitting model to feature number 1055, ASV1442
#> 2026-06-19 09:38:40.76 INFO::Fitting model to feature number 1056, ASV1443
#> 2026-06-19 09:38:40.76 INFO::Fitting model to feature number 1057, ASV1449
#> 2026-06-19 09:38:40.77 INFO::Fitting model to feature number 1058, ASV1450
#> 2026-06-19 09:38:40.78 INFO::Fitting model to feature number 1059, ASV1452
#> 2026-06-19 09:38:40.78 INFO::Fitting model to feature number 1060, ASV1454
#> 2026-06-19 09:38:40.79 INFO::Fitting model to feature number 1061, ASV1455
#> 2026-06-19 09:38:40.80 INFO::Fitting model to feature number 1062, ASV1458
#> 2026-06-19 09:38:40.80 INFO::Fitting model to feature number 1063, ASV1459
#> 2026-06-19 09:38:40.81 INFO::Fitting model to feature number 1064, ASV1460
#> 2026-06-19 09:38:40.81 INFO::Fitting model to feature number 1065, ASV1461
#> 2026-06-19 09:38:40.82 INFO::Fitting model to feature number 1066, ASV1462
#> 2026-06-19 09:38:40.83 INFO::Fitting model to feature number 1067, ASV1463
#> 2026-06-19 09:38:40.83 INFO::Fitting model to feature number 1068, ASV1466
#> 2026-06-19 09:38:40.84 INFO::Fitting model to feature number 1069, ASV1467
#> 2026-06-19 09:38:40.85 INFO::Fitting model to feature number 1070, ASV1468
#> 2026-06-19 09:38:40.85 INFO::Fitting model to feature number 1071, ASV1469
#> 2026-06-19 09:38:40.86 INFO::Fitting model to feature number 1072, ASV1472
#> 2026-06-19 09:38:40.86 INFO::Fitting model to feature number 1073, ASV1477
#> 2026-06-19 09:38:40.87 INFO::Fitting model to feature number 1074, ASV1478
#> 2026-06-19 09:38:40.88 INFO::Fitting model to feature number 1075, ASV1479
#> 2026-06-19 09:38:40.88 INFO::Fitting model to feature number 1076, ASV1483
#> 2026-06-19 09:38:40.89 INFO::Fitting model to feature number 1077, ASV1484
#> 2026-06-19 09:38:40.90 INFO::Fitting model to feature number 1078, ASV1486
#> 2026-06-19 09:38:40.90 INFO::Fitting model to feature number 1079, ASV1487
#> 2026-06-19 09:38:40.91 INFO::Fitting model to feature number 1080, ASV1488
#> 2026-06-19 09:38:40.91 INFO::Fitting model to feature number 1081, ASV1490
#> 2026-06-19 09:38:40.92 INFO::Fitting model to feature number 1082, ASV1492
#> 2026-06-19 09:38:40.93 INFO::Fitting model to feature number 1083, ASV1493
#> 2026-06-19 09:38:40.93 INFO::Fitting model to feature number 1084, ASV1494
#> 2026-06-19 09:38:40.94 INFO::Fitting model to feature number 1085, ASV1495
#> 2026-06-19 09:38:40.95 INFO::Fitting model to feature number 1086, ASV1496
#> 2026-06-19 09:38:40.95 INFO::Fitting model to feature number 1087, ASV1497
#> 2026-06-19 09:38:40.96 INFO::Fitting model to feature number 1088, ASV1498
#> 2026-06-19 09:38:40.97 INFO::Fitting model to feature number 1089, ASV1500
#> 2026-06-19 09:38:40.97 INFO::Fitting model to feature number 1090, ASV1501
#> 2026-06-19 09:38:40.98 INFO::Fitting model to feature number 1091, ASV1502
#> 2026-06-19 09:38:40.98 INFO::Fitting model to feature number 1092, ASV1503
#> 2026-06-19 09:38:40.99 INFO::Fitting model to feature number 1093, ASV1504
#> 2026-06-19 09:38:41.00 INFO::Fitting model to feature number 1094, ASV1507
#> 2026-06-19 09:38:41.00 INFO::Fitting model to feature number 1095, ASV1509
#> 2026-06-19 09:38:41.01 INFO::Fitting model to feature number 1096, ASV1510
#> 2026-06-19 09:38:41.01 INFO::Fitting model to feature number 1097, ASV1513
#> 2026-06-19 09:38:41.02 INFO::Fitting model to feature number 1098, ASV1515
#> 2026-06-19 09:38:41.03 INFO::Fitting model to feature number 1099, ASV1516
#> 2026-06-19 09:38:41.03 INFO::Fitting model to feature number 1100, ASV1517
#> 2026-06-19 09:38:41.04 INFO::Fitting model to feature number 1101, ASV1518
#> 2026-06-19 09:38:41.05 INFO::Fitting model to feature number 1102, ASV1521
#> 2026-06-19 09:38:41.05 INFO::Fitting model to feature number 1103, ASV1523
#> 2026-06-19 09:38:41.06 INFO::Fitting model to feature number 1104, ASV1525
#> 2026-06-19 09:38:41.07 INFO::Fitting model to feature number 1105, ASV1526
#> 2026-06-19 09:38:41.07 INFO::Fitting model to feature number 1106, ASV1527
#> 2026-06-19 09:38:41.08 INFO::Fitting model to feature number 1107, ASV1528
#> 2026-06-19 09:38:41.08 INFO::Fitting model to feature number 1108, ASV1531
#> 2026-06-19 09:38:41.09 INFO::Fitting model to feature number 1109, ASV1532
#> 2026-06-19 09:38:41.10 INFO::Fitting model to feature number 1110, ASV1533
#> 2026-06-19 09:38:41.10 INFO::Fitting model to feature number 1111, ASV1534
#> 2026-06-19 09:38:41.11 INFO::Fitting model to feature number 1112, ASV1536
#> 2026-06-19 09:38:41.12 INFO::Fitting model to feature number 1113, ASV1537
#> 2026-06-19 09:38:41.13 INFO::Fitting model to feature number 1114, ASV1542
#> 2026-06-19 09:38:41.13 INFO::Fitting model to feature number 1115, ASV1543
#> 2026-06-19 09:38:41.14 INFO::Fitting model to feature number 1116, ASV1544
#> 2026-06-19 09:38:41.14 INFO::Fitting model to feature number 1117, ASV1545
#> 2026-06-19 09:38:41.15 INFO::Fitting model to feature number 1118, ASV1548
#> 2026-06-19 09:38:41.16 INFO::Fitting model to feature number 1119, ASV1549
#> 2026-06-19 09:38:41.16 INFO::Fitting model to feature number 1120, ASV1550
#> 2026-06-19 09:38:41.17 INFO::Fitting model to feature number 1121, ASV1551
#> 2026-06-19 09:38:41.18 INFO::Fitting model to feature number 1122, ASV1552
#> 2026-06-19 09:38:41.18 INFO::Fitting model to feature number 1123, ASV1553
#> 2026-06-19 09:38:41.19 INFO::Fitting model to feature number 1124, ASV1554
#> 2026-06-19 09:38:41.19 INFO::Fitting model to feature number 1125, ASV1557
#> 2026-06-19 09:38:41.20 INFO::Fitting model to feature number 1126, ASV1558
#> 2026-06-19 09:38:41.21 INFO::Fitting model to feature number 1127, ASV1560
#> 2026-06-19 09:38:41.21 INFO::Fitting model to feature number 1128, ASV1562
#> 2026-06-19 09:38:41.22 INFO::Fitting model to feature number 1129, ASV1564
#> 2026-06-19 09:38:41.23 INFO::Fitting model to feature number 1130, ASV1565
#> 2026-06-19 09:38:41.23 INFO::Fitting model to feature number 1131, ASV1568
#> 2026-06-19 09:38:41.24 INFO::Fitting model to feature number 1132, ASV1569
#> 2026-06-19 09:38:41.24 INFO::Fitting model to feature number 1133, ASV1570
#> 2026-06-19 09:38:41.25 INFO::Fitting model to feature number 1134, ASV1571
#> 2026-06-19 09:38:41.26 INFO::Fitting model to feature number 1135, ASV1573
#> 2026-06-19 09:38:41.26 INFO::Fitting model to feature number 1136, ASV1574
#> 2026-06-19 09:38:41.27 INFO::Fitting model to feature number 1137, ASV1575
#> 2026-06-19 09:38:41.28 INFO::Fitting model to feature number 1138, ASV1576
#> 2026-06-19 09:38:41.28 INFO::Fitting model to feature number 1139, ASV1577
#> 2026-06-19 09:38:41.29 INFO::Fitting model to feature number 1140, ASV1578
#> 2026-06-19 09:38:41.29 INFO::Fitting model to feature number 1141, ASV1580
#> 2026-06-19 09:38:41.30 INFO::Fitting model to feature number 1142, ASV1581
#> 2026-06-19 09:38:41.31 INFO::Fitting model to feature number 1143, ASV1584
#> 2026-06-19 09:38:41.31 INFO::Fitting model to feature number 1144, ASV1585
#> 2026-06-19 09:38:41.32 INFO::Fitting model to feature number 1145, ASV1586
#> 2026-06-19 09:38:41.32 INFO::Fitting model to feature number 1146, ASV1588
#> 2026-06-19 09:38:41.33 INFO::Fitting model to feature number 1147, ASV1589
#> 2026-06-19 09:38:41.34 INFO::Fitting model to feature number 1148, ASV1592
#> 2026-06-19 09:38:41.34 INFO::Fitting model to feature number 1149, ASV1593
#> 2026-06-19 09:38:41.35 INFO::Fitting model to feature number 1150, ASV1594
#> 2026-06-19 09:38:41.35 INFO::Fitting model to feature number 1151, ASV1601
#> 2026-06-19 09:38:41.36 INFO::Fitting model to feature number 1152, ASV1602
#> 2026-06-19 09:38:41.37 INFO::Fitting model to feature number 1153, ASV1603
#> 2026-06-19 09:38:41.37 INFO::Fitting model to feature number 1154, ASV1604
#> 2026-06-19 09:38:41.38 INFO::Fitting model to feature number 1155, ASV1605
#> 2026-06-19 09:38:41.39 INFO::Fitting model to feature number 1156, ASV1606
#> 2026-06-19 09:38:41.39 INFO::Fitting model to feature number 1157, ASV1607
#> 2026-06-19 09:38:41.40 INFO::Fitting model to feature number 1158, ASV1609
#> 2026-06-19 09:38:41.40 INFO::Fitting model to feature number 1159, ASV1612
#> 2026-06-19 09:38:41.41 INFO::Fitting model to feature number 1160, ASV1613
#> 2026-06-19 09:38:41.42 INFO::Fitting model to feature number 1161, ASV1614
#> 2026-06-19 09:38:41.42 INFO::Fitting model to feature number 1162, ASV1615
#> 2026-06-19 09:38:41.51 INFO::Fitting model to feature number 1163, ASV1616
#> 2026-06-19 09:38:41.53 INFO::Fitting model to feature number 1164, ASV1620
#> 2026-06-19 09:38:41.53 INFO::Fitting model to feature number 1165, ASV1621
#> 2026-06-19 09:38:41.54 INFO::Fitting model to feature number 1166, ASV1622
#> 2026-06-19 09:38:41.55 INFO::Fitting model to feature number 1167, ASV1624
#> 2026-06-19 09:38:41.55 INFO::Fitting model to feature number 1168, ASV1625
#> 2026-06-19 09:38:41.56 INFO::Fitting model to feature number 1169, ASV1628
#> 2026-06-19 09:38:41.57 INFO::Fitting model to feature number 1170, ASV1629
#> 2026-06-19 09:38:41.57 INFO::Fitting model to feature number 1171, ASV1630
#> 2026-06-19 09:38:41.58 INFO::Fitting model to feature number 1172, ASV1631
#> 2026-06-19 09:38:41.59 INFO::Fitting model to feature number 1173, ASV1632
#> 2026-06-19 09:38:41.59 INFO::Fitting model to feature number 1174, ASV1633
#> 2026-06-19 09:38:41.60 INFO::Fitting model to feature number 1175, ASV1634
#> 2026-06-19 09:38:41.60 INFO::Fitting model to feature number 1176, ASV1635
#> 2026-06-19 09:38:41.61 INFO::Fitting model to feature number 1177, ASV1636
#> 2026-06-19 09:38:41.62 INFO::Fitting model to feature number 1178, ASV1639
#> 2026-06-19 09:38:41.62 INFO::Fitting model to feature number 1179, ASV1641
#> 2026-06-19 09:38:41.63 INFO::Fitting model to feature number 1180, ASV1644
#> 2026-06-19 09:38:41.64 INFO::Fitting model to feature number 1181, ASV1645
#> 2026-06-19 09:38:41.64 INFO::Fitting model to feature number 1182, ASV1649
#> 2026-06-19 09:38:41.65 INFO::Fitting model to feature number 1183, ASV1650
#> 2026-06-19 09:38:41.66 INFO::Fitting model to feature number 1184, ASV1651
#> 2026-06-19 09:38:41.66 INFO::Fitting model to feature number 1185, ASV1653
#> 2026-06-19 09:38:41.67 INFO::Fitting model to feature number 1186, ASV1654
#> 2026-06-19 09:38:41.68 INFO::Fitting model to feature number 1187, ASV1656
#> 2026-06-19 09:38:41.68 INFO::Fitting model to feature number 1188, ASV1657
#> 2026-06-19 09:38:41.69 INFO::Fitting model to feature number 1189, ASV1658
#> 2026-06-19 09:38:41.70 INFO::Fitting model to feature number 1190, ASV1661
#> 2026-06-19 09:38:41.70 INFO::Fitting model to feature number 1191, ASV1663
#> 2026-06-19 09:38:41.71 INFO::Fitting model to feature number 1192, ASV1664
#> 2026-06-19 09:38:41.71 INFO::Fitting model to feature number 1193, ASV1666
#> 2026-06-19 09:38:41.72 INFO::Fitting model to feature number 1194, ASV1667
#> 2026-06-19 09:38:41.73 INFO::Fitting model to feature number 1195, ASV1670
#> 2026-06-19 09:38:41.73 INFO::Fitting model to feature number 1196, ASV1671
#> 2026-06-19 09:38:41.74 INFO::Fitting model to feature number 1197, ASV1673
#> 2026-06-19 09:38:41.75 INFO::Fitting model to feature number 1198, ASV1674
#> 2026-06-19 09:38:41.75 INFO::Fitting model to feature number 1199, ASV1677
#> 2026-06-19 09:38:41.76 INFO::Fitting model to feature number 1200, ASV1681
#> 2026-06-19 09:38:41.77 INFO::Fitting model to feature number 1201, ASV1683
#> 2026-06-19 09:38:41.77 INFO::Fitting model to feature number 1202, ASV1684
#> 2026-06-19 09:38:41.78 INFO::Fitting model to feature number 1203, ASV1687
#> 2026-06-19 09:38:41.79 INFO::Fitting model to feature number 1204, ASV1689
#> 2026-06-19 09:38:41.79 INFO::Fitting model to feature number 1205, ASV1690
#> 2026-06-19 09:38:41.80 INFO::Fitting model to feature number 1206, ASV1691
#> 2026-06-19 09:38:41.81 INFO::Fitting model to feature number 1207, ASV1694
#> 2026-06-19 09:38:41.81 INFO::Fitting model to feature number 1208, ASV1697
#> 2026-06-19 09:38:41.82 INFO::Fitting model to feature number 1209, ASV1704
#> 2026-06-19 09:38:41.82 INFO::Fitting model to feature number 1210, ASV1706
#> 2026-06-19 09:38:41.83 INFO::Fitting model to feature number 1211, ASV1707
#> 2026-06-19 09:38:41.84 INFO::Fitting model to feature number 1212, ASV1712
#> 2026-06-19 09:38:41.97 INFO::Counting total values for each feature
#> 2026-06-19 09:38:42.11 INFO::Re-running abundances for warn_prevalence
#> 2026-06-19 09:38:42.12 INFO::Running selected normalization method: TSS
#> 2026-06-19 09:38:42.17 INFO::Running selected transform method: LOG
#> 2026-06-19 09:38:42.20 INFO::Fitting model to feature number 1, ASV2
#> 2026-06-19 09:38:42.20 INFO::Fitting model to feature number 2, ASV6
#> 2026-06-19 09:38:42.21 INFO::Fitting model to feature number 3, ASV7
#> 2026-06-19 09:38:42.21 INFO::Fitting model to feature number 4, ASV8
#> 2026-06-19 09:38:42.22 INFO::Fitting model to feature number 5, ASV10
#> 2026-06-19 09:38:42.22 INFO::Fitting model to feature number 6, ASV12
#> 2026-06-19 09:38:42.23 INFO::Fitting model to feature number 7, ASV13
#> 2026-06-19 09:38:42.23 INFO::Fitting model to feature number 8, ASV18
#> 2026-06-19 09:38:42.24 INFO::Fitting model to feature number 9, ASV19
#> 2026-06-19 09:38:42.24 INFO::Fitting model to feature number 10, ASV22
#> 2026-06-19 09:38:42.24 INFO::Fitting model to feature number 11, ASV23
#> 2026-06-19 09:38:42.25 WARNING::Fitting problem for feature 11 returning NA
#> 2026-06-19 09:38:42.25 INFO::Fitting model to feature number 12, ASV24
#> 2026-06-19 09:38:42.25 INFO::Fitting model to feature number 13, ASV25
#> 2026-06-19 09:38:42.26 INFO::Fitting model to feature number 14, ASV26
#> 2026-06-19 09:38:42.26 INFO::Fitting model to feature number 15, ASV27
#> 2026-06-19 09:38:42.27 INFO::Fitting model to feature number 16, ASV28
#> 2026-06-19 09:38:42.27 INFO::Fitting model to feature number 17, ASV29
#> 2026-06-19 09:38:42.27 INFO::Fitting model to feature number 18, ASV31
#> 2026-06-19 09:38:42.28 WARNING::Fitting problem for feature 18 returning NA
#> 2026-06-19 09:38:42.28 INFO::Fitting model to feature number 19, ASV32
#> 2026-06-19 09:38:42.28 INFO::Fitting model to feature number 20, ASV33
#> 2026-06-19 09:38:42.29 INFO::Fitting model to feature number 21, ASV34
#> 2026-06-19 09:38:42.29 INFO::Fitting model to feature number 22, ASV35
#> 2026-06-19 09:38:42.30 INFO::Fitting model to feature number 23, ASV38
#> 2026-06-19 09:38:42.30 INFO::Fitting model to feature number 24, ASV41
#> 2026-06-19 09:38:42.30 INFO::Fitting model to feature number 25, ASV42
#> 2026-06-19 09:38:42.30 INFO::Fitting model to feature number 26, ASV43
#> 2026-06-19 09:38:42.31 INFO::Fitting model to feature number 27, ASV45
#> 2026-06-19 09:38:42.31 INFO::Fitting model to feature number 28, ASV46
#> 2026-06-19 09:38:42.32 INFO::Fitting model to feature number 29, ASV47
#> 2026-06-19 09:38:42.32 INFO::Fitting model to feature number 30, ASV48
#> 2026-06-19 09:38:42.32 WARNING::Fitting problem for feature 30 returning NA
#> 2026-06-19 09:38:42.32 INFO::Fitting model to feature number 31, ASV49
#> 2026-06-19 09:38:42.33 INFO::Fitting model to feature number 32, ASV50
#> 2026-06-19 09:38:42.33 WARNING::Fitting problem for feature 32 returning NA
#> 2026-06-19 09:38:42.33 INFO::Fitting model to feature number 33, ASV51
#> 2026-06-19 09:38:42.34 INFO::Fitting model to feature number 34, ASV52
#> 2026-06-19 09:38:42.34 INFO::Fitting model to feature number 35, ASV53
#> 2026-06-19 09:38:42.35 INFO::Fitting model to feature number 36, ASV55
#> 2026-06-19 09:38:42.35 INFO::Fitting model to feature number 37, ASV56
#> 2026-06-19 09:38:42.35 INFO::Fitting model to feature number 38, ASV57
#> 2026-06-19 09:38:42.36 INFO::Fitting model to feature number 39, ASV58
#> 2026-06-19 09:38:42.36 INFO::Fitting model to feature number 40, ASV59
#> 2026-06-19 09:38:42.36 INFO::Fitting model to feature number 41, ASV60
#> 2026-06-19 09:38:42.37 INFO::Fitting model to feature number 42, ASV61
#> 2026-06-19 09:38:42.37 INFO::Fitting model to feature number 43, ASV62
#> 2026-06-19 09:38:42.38 INFO::Fitting model to feature number 44, ASV63
#> 2026-06-19 09:38:42.38 INFO::Fitting model to feature number 45, ASV64
#> 2026-06-19 09:38:42.38 INFO::Fitting model to feature number 46, ASV65
#> 2026-06-19 09:38:42.39 INFO::Fitting model to feature number 47, ASV67
#> 2026-06-19 09:38:42.39 INFO::Fitting model to feature number 48, ASV68
#> 2026-06-19 09:38:42.39 INFO::Fitting model to feature number 49, ASV69
#> 2026-06-19 09:38:42.39 INFO::Fitting model to feature number 50, ASV70
#> 2026-06-19 09:38:42.40 INFO::Fitting model to feature number 51, ASV71
#> 2026-06-19 09:38:42.40 INFO::Fitting model to feature number 52, ASV72
#> 2026-06-19 09:38:42.41 INFO::Fitting model to feature number 53, ASV75
#> 2026-06-19 09:38:42.41 INFO::Fitting model to feature number 54, ASV77
#> 2026-06-19 09:38:42.41 WARNING::Fitting problem for feature 54 returning NA
#> 2026-06-19 09:38:42.42 INFO::Fitting model to feature number 55, ASV78
#> 2026-06-19 09:38:42.42 INFO::Fitting model to feature number 56, ASV79
#> 2026-06-19 09:38:42.42 INFO::Fitting model to feature number 57, ASV80
#> 2026-06-19 09:38:42.43 INFO::Fitting model to feature number 58, ASV81
#> 2026-06-19 09:38:42.43 INFO::Fitting model to feature number 59, ASV82
#> 2026-06-19 09:38:42.43 INFO::Fitting model to feature number 60, ASV83
#> 2026-06-19 09:38:42.44 INFO::Fitting model to feature number 61, ASV84
#> 2026-06-19 09:38:42.44 INFO::Fitting model to feature number 62, ASV85
#> 2026-06-19 09:38:42.44 INFO::Fitting model to feature number 63, ASV87
#> 2026-06-19 09:38:42.45 INFO::Fitting model to feature number 64, ASV89
#> 2026-06-19 09:38:42.45 INFO::Fitting model to feature number 65, ASV90
#> 2026-06-19 09:38:42.46 INFO::Fitting model to feature number 66, ASV91
#> 2026-06-19 09:38:42.46 INFO::Fitting model to feature number 67, ASV92
#> 2026-06-19 09:38:42.46 INFO::Fitting model to feature number 68, ASV93
#> 2026-06-19 09:38:42.46 WARNING::Fitting problem for feature 68 returning NA
#> 2026-06-19 09:38:42.47 INFO::Fitting model to feature number 69, ASV94
#> 2026-06-19 09:38:42.47 INFO::Fitting model to feature number 70, ASV95
#> 2026-06-19 09:38:42.47 INFO::Fitting model to feature number 71, ASV96
#> 2026-06-19 09:38:42.48 INFO::Fitting model to feature number 72, ASV98
#> 2026-06-19 09:38:42.48 INFO::Fitting model to feature number 73, ASV99
#> 2026-06-19 09:38:42.49 INFO::Fitting model to feature number 74, ASV100
#> 2026-06-19 09:38:42.49 INFO::Fitting model to feature number 75, ASV101
#> 2026-06-19 09:38:42.49 INFO::Fitting model to feature number 76, ASV103
#> 2026-06-19 09:38:42.50 INFO::Fitting model to feature number 77, ASV104
#> 2026-06-19 09:38:42.50 INFO::Fitting model to feature number 78, ASV105
#> 2026-06-19 09:38:42.50 INFO::Fitting model to feature number 79, ASV106
#> 2026-06-19 09:38:42.51 INFO::Fitting model to feature number 80, ASV107
#> 2026-06-19 09:38:42.51 INFO::Fitting model to feature number 81, ASV109
#> 2026-06-19 09:38:42.52 INFO::Fitting model to feature number 82, ASV111
#> 2026-06-19 09:38:42.52 INFO::Fitting model to feature number 83, ASV112
#> 2026-06-19 09:38:42.53 INFO::Fitting model to feature number 84, ASV113
#> 2026-06-19 09:38:42.53 INFO::Fitting model to feature number 85, ASV115
#> 2026-06-19 09:38:42.53 INFO::Fitting model to feature number 86, ASV116
#> 2026-06-19 09:38:42.54 INFO::Fitting model to feature number 87, ASV118
#> 2026-06-19 09:38:42.54 INFO::Fitting model to feature number 88, ASV119
#> 2026-06-19 09:38:42.54 INFO::Fitting model to feature number 89, ASV120
#> 2026-06-19 09:38:42.55 INFO::Fitting model to feature number 90, ASV121
#> 2026-06-19 09:38:42.55 INFO::Fitting model to feature number 91, ASV124
#> 2026-06-19 09:38:42.56 INFO::Fitting model to feature number 92, ASV126
#> 2026-06-19 09:38:42.56 INFO::Fitting model to feature number 93, ASV127
#> 2026-06-19 09:38:42.56 WARNING::Fitting problem for feature 93 returning NA
#> 2026-06-19 09:38:42.57 INFO::Fitting model to feature number 94, ASV128
#> 2026-06-19 09:38:42.57 INFO::Fitting model to feature number 95, ASV129
#> 2026-06-19 09:38:42.57 INFO::Fitting model to feature number 96, ASV130
#> 2026-06-19 09:38:42.58 INFO::Fitting model to feature number 97, ASV131
#> 2026-06-19 09:38:42.58 INFO::Fitting model to feature number 98, ASV132
#> 2026-06-19 09:38:42.59 INFO::Fitting model to feature number 99, ASV133
#> 2026-06-19 09:38:42.59 INFO::Fitting model to feature number 100, ASV135
#> 2026-06-19 09:38:42.59 INFO::Fitting model to feature number 101, ASV136
#> 2026-06-19 09:38:42.59 INFO::Fitting model to feature number 102, ASV137
#> 2026-06-19 09:38:42.60 INFO::Fitting model to feature number 103, ASV138
#> 2026-06-19 09:38:42.60 INFO::Fitting model to feature number 104, ASV139
#> 2026-06-19 09:38:42.61 INFO::Fitting model to feature number 105, ASV142
#> 2026-06-19 09:38:42.61 INFO::Fitting model to feature number 106, ASV143
#> 2026-06-19 09:38:42.61 INFO::Fitting model to feature number 107, ASV144
#> 2026-06-19 09:38:42.62 INFO::Fitting model to feature number 108, ASV145
#> 2026-06-19 09:38:42.62 INFO::Fitting model to feature number 109, ASV146
#> 2026-06-19 09:38:42.63 INFO::Fitting model to feature number 110, ASV147
#> 2026-06-19 09:38:42.63 INFO::Fitting model to feature number 111, ASV148
#> 2026-06-19 09:38:42.63 INFO::Fitting model to feature number 112, ASV149
#> 2026-06-19 09:38:42.64 INFO::Fitting model to feature number 113, ASV150
#> 2026-06-19 09:38:42.64 INFO::Fitting model to feature number 114, ASV151
#> 2026-06-19 09:38:42.64 INFO::Fitting model to feature number 115, ASV153
#> 2026-06-19 09:38:42.64 INFO::Fitting model to feature number 116, ASV154
#> 2026-06-19 09:38:42.65 INFO::Fitting model to feature number 117, ASV157
#> 2026-06-19 09:38:42.65 INFO::Fitting model to feature number 118, ASV158
#> 2026-06-19 09:38:42.66 INFO::Fitting model to feature number 119, ASV159
#> 2026-06-19 09:38:42.66 INFO::Fitting model to feature number 120, ASV162
#> 2026-06-19 09:38:42.67 INFO::Fitting model to feature number 121, ASV163
#> 2026-06-19 09:38:42.67 INFO::Fitting model to feature number 122, ASV164
#> 2026-06-19 09:38:42.67 INFO::Fitting model to feature number 123, ASV166
#> 2026-06-19 09:38:42.68 INFO::Fitting model to feature number 124, ASV167
#> 2026-06-19 09:38:42.68 INFO::Fitting model to feature number 125, ASV170
#> 2026-06-19 09:38:42.68 INFO::Fitting model to feature number 126, ASV171
#> 2026-06-19 09:38:42.69 INFO::Fitting model to feature number 127, ASV172
#> 2026-06-19 09:38:42.69 INFO::Fitting model to feature number 128, ASV173
#> 2026-06-19 09:38:42.70 INFO::Fitting model to feature number 129, ASV175
#> 2026-06-19 09:38:42.70 INFO::Fitting model to feature number 130, ASV176
#> 2026-06-19 09:38:42.71 INFO::Fitting model to feature number 131, ASV178
#> 2026-06-19 09:38:42.71 INFO::Fitting model to feature number 132, ASV179
#> 2026-06-19 09:38:42.71 INFO::Fitting model to feature number 133, ASV181
#> 2026-06-19 09:38:42.72 INFO::Fitting model to feature number 134, ASV182
#> 2026-06-19 09:38:42.72 INFO::Fitting model to feature number 135, ASV183
#> 2026-06-19 09:38:42.72 INFO::Fitting model to feature number 136, ASV186
#> 2026-06-19 09:38:42.73 INFO::Fitting model to feature number 137, ASV187
#> 2026-06-19 09:38:42.73 INFO::Fitting model to feature number 138, ASV189
#> 2026-06-19 09:38:42.74 INFO::Fitting model to feature number 139, ASV190
#> 2026-06-19 09:38:42.74 INFO::Fitting model to feature number 140, ASV192
#> 2026-06-19 09:38:42.74 INFO::Fitting model to feature number 141, ASV193
#> 2026-06-19 09:38:42.74 INFO::Fitting model to feature number 142, ASV194
#> 2026-06-19 09:38:42.75 INFO::Fitting model to feature number 143, ASV195
#> 2026-06-19 09:38:42.75 INFO::Fitting model to feature number 144, ASV196
#> 2026-06-19 09:38:42.75 INFO::Fitting model to feature number 145, ASV197
#> 2026-06-19 09:38:42.76 INFO::Fitting model to feature number 146, ASV198
#> 2026-06-19 09:38:42.76 WARNING::Fitting problem for feature 146 returning NA
#> 2026-06-19 09:38:42.76 INFO::Fitting model to feature number 147, ASV199
#> 2026-06-19 09:38:42.77 INFO::Fitting model to feature number 148, ASV201
#> 2026-06-19 09:38:42.77 INFO::Fitting model to feature number 149, ASV202
#> 2026-06-19 09:38:42.77 INFO::Fitting model to feature number 150, ASV203
#> 2026-06-19 09:38:42.77 INFO::Fitting model to feature number 151, ASV205
#> 2026-06-19 09:38:42.78 INFO::Fitting model to feature number 152, ASV208
#> 2026-06-19 09:38:42.78 INFO::Fitting model to feature number 153, ASV209
#> 2026-06-19 09:38:42.78 INFO::Fitting model to feature number 154, ASV210
#> 2026-06-19 09:38:42.79 INFO::Fitting model to feature number 155, ASV211
#> 2026-06-19 09:38:42.79 INFO::Fitting model to feature number 156, ASV212
#> 2026-06-19 09:38:42.79 INFO::Fitting model to feature number 157, ASV214
#> 2026-06-19 09:38:42.80 INFO::Fitting model to feature number 158, ASV215
#> 2026-06-19 09:38:42.80 INFO::Fitting model to feature number 159, ASV216
#> 2026-06-19 09:38:42.80 INFO::Fitting model to feature number 160, ASV217
#> 2026-06-19 09:38:42.81 INFO::Fitting model to feature number 161, ASV219
#> 2026-06-19 09:38:42.81 INFO::Fitting model to feature number 162, ASV221
#> 2026-06-19 09:38:42.81 INFO::Fitting model to feature number 163, ASV222
#> 2026-06-19 09:38:42.82 WARNING::Fitting problem for feature 163 returning NA
#> 2026-06-19 09:38:42.82 INFO::Fitting model to feature number 164, ASV223
#> 2026-06-19 09:38:42.82 INFO::Fitting model to feature number 165, ASV224
#> 2026-06-19 09:38:42.82 INFO::Fitting model to feature number 166, ASV226
#> 2026-06-19 09:38:42.83 INFO::Fitting model to feature number 167, ASV227
#> 2026-06-19 09:38:42.83 INFO::Fitting model to feature number 168, ASV228
#> 2026-06-19 09:38:42.84 INFO::Fitting model to feature number 169, ASV229
#> 2026-06-19 09:38:42.84 INFO::Fitting model to feature number 170, ASV231
#> 2026-06-19 09:38:42.84 WARNING::Fitting problem for feature 170 returning NA
#> 2026-06-19 09:38:42.84 INFO::Fitting model to feature number 171, ASV233
#> 2026-06-19 09:38:42.85 INFO::Fitting model to feature number 172, ASV234
#> 2026-06-19 09:38:42.85 INFO::Fitting model to feature number 173, ASV235
#> 2026-06-19 09:38:42.86 INFO::Fitting model to feature number 174, ASV237
#> 2026-06-19 09:38:42.86 INFO::Fitting model to feature number 175, ASV238
#> 2026-06-19 09:38:42.86 INFO::Fitting model to feature number 176, ASV239
#> 2026-06-19 09:38:42.87 INFO::Fitting model to feature number 177, ASV240
#> 2026-06-19 09:38:42.87 INFO::Fitting model to feature number 178, ASV243
#> 2026-06-19 09:38:42.87 INFO::Fitting model to feature number 179, ASV244
#> 2026-06-19 09:38:42.88 INFO::Fitting model to feature number 180, ASV245
#> 2026-06-19 09:38:42.88 INFO::Fitting model to feature number 181, ASV246
#> 2026-06-19 09:38:42.88 INFO::Fitting model to feature number 182, ASV247
#> 2026-06-19 09:38:42.89 INFO::Fitting model to feature number 183, ASV248
#> 2026-06-19 09:38:42.89 INFO::Fitting model to feature number 184, ASV249
#> 2026-06-19 09:38:42.89 WARNING::Fitting problem for feature 184 returning NA
#> 2026-06-19 09:38:42.89 INFO::Fitting model to feature number 185, ASV251
#> 2026-06-19 09:38:42.90 INFO::Fitting model to feature number 186, ASV254
#> 2026-06-19 09:38:42.90 INFO::Fitting model to feature number 187, ASV255
#> 2026-06-19 09:38:42.90 INFO::Fitting model to feature number 188, ASV256
#> 2026-06-19 09:38:42.91 INFO::Fitting model to feature number 189, ASV257
#> 2026-06-19 09:38:42.91 INFO::Fitting model to feature number 190, ASV258
#> 2026-06-19 09:38:42.91 INFO::Fitting model to feature number 191, ASV260
#> 2026-06-19 09:38:42.91 INFO::Fitting model to feature number 192, ASV261
#> 2026-06-19 09:38:42.92 INFO::Fitting model to feature number 193, ASV262
#> 2026-06-19 09:38:42.92 INFO::Fitting model to feature number 194, ASV263
#> 2026-06-19 09:38:42.93 INFO::Fitting model to feature number 195, ASV264
#> 2026-06-19 09:38:42.93 INFO::Fitting model to feature number 196, ASV265
#> 2026-06-19 09:38:42.94 INFO::Fitting model to feature number 197, ASV266
#> 2026-06-19 09:38:42.94 INFO::Fitting model to feature number 198, ASV267
#> 2026-06-19 09:38:42.94 INFO::Fitting model to feature number 199, ASV270
#> 2026-06-19 09:38:42.95 INFO::Fitting model to feature number 200, ASV271
#> 2026-06-19 09:38:42.95 INFO::Fitting model to feature number 201, ASV272
#> 2026-06-19 09:38:42.95 INFO::Fitting model to feature number 202, ASV273
#> 2026-06-19 09:38:42.96 INFO::Fitting model to feature number 203, ASV274
#> 2026-06-19 09:38:42.96 INFO::Fitting model to feature number 204, ASV277
#> 2026-06-19 09:38:42.96 INFO::Fitting model to feature number 205, ASV278
#> 2026-06-19 09:38:42.97 INFO::Fitting model to feature number 206, ASV279
#> 2026-06-19 09:38:42.97 INFO::Fitting model to feature number 207, ASV282
#> 2026-06-19 09:38:42.98 INFO::Fitting model to feature number 208, ASV283
#> 2026-06-19 09:38:42.98 INFO::Fitting model to feature number 209, ASV285
#> 2026-06-19 09:38:42.98 INFO::Fitting model to feature number 210, ASV286
#> 2026-06-19 09:38:42.99 INFO::Fitting model to feature number 211, ASV287
#> 2026-06-19 09:38:42.99 INFO::Fitting model to feature number 212, ASV288
#> 2026-06-19 09:38:42.99 INFO::Fitting model to feature number 213, ASV292
#> 2026-06-19 09:38:43.00 INFO::Fitting model to feature number 214, ASV293
#> 2026-06-19 09:38:43.00 INFO::Fitting model to feature number 215, ASV294
#> 2026-06-19 09:38:43.00 INFO::Fitting model to feature number 216, ASV295
#> 2026-06-19 09:38:43.01 INFO::Fitting model to feature number 217, ASV297
#> 2026-06-19 09:38:43.01 INFO::Fitting model to feature number 218, ASV300
#> 2026-06-19 09:38:43.01 INFO::Fitting model to feature number 219, ASV302
#> 2026-06-19 09:38:43.02 INFO::Fitting model to feature number 220, ASV307
#> 2026-06-19 09:38:43.02 INFO::Fitting model to feature number 221, ASV309
#> 2026-06-19 09:38:43.02 INFO::Fitting model to feature number 222, ASV310
#> 2026-06-19 09:38:43.03 INFO::Fitting model to feature number 223, ASV311
#> 2026-06-19 09:38:43.03 INFO::Fitting model to feature number 224, ASV312
#> 2026-06-19 09:38:43.03 INFO::Fitting model to feature number 225, ASV313
#> 2026-06-19 09:38:43.04 INFO::Fitting model to feature number 226, ASV314
#> 2026-06-19 09:38:43.04 INFO::Fitting model to feature number 227, ASV315
#> 2026-06-19 09:38:43.05 INFO::Fitting model to feature number 228, ASV316
#> 2026-06-19 09:38:43.05 INFO::Fitting model to feature number 229, ASV318
#> 2026-06-19 09:38:43.05 INFO::Fitting model to feature number 230, ASV320
#> 2026-06-19 09:38:43.05 INFO::Fitting model to feature number 231, ASV322
#> 2026-06-19 09:38:43.08 INFO::Fitting model to feature number 232, ASV323
#> 2026-06-19 09:38:43.09 INFO::Fitting model to feature number 233, ASV327
#> 2026-06-19 09:38:43.09 INFO::Fitting model to feature number 234, ASV328
#> 2026-06-19 09:38:43.10 INFO::Fitting model to feature number 235, ASV329
#> 2026-06-19 09:38:43.10 INFO::Fitting model to feature number 236, ASV330
#> 2026-06-19 09:38:43.10 INFO::Fitting model to feature number 237, ASV333
#> 2026-06-19 09:38:43.11 INFO::Fitting model to feature number 238, ASV334
#> 2026-06-19 09:38:43.11 INFO::Fitting model to feature number 239, ASV337
#> 2026-06-19 09:38:43.12 INFO::Fitting model to feature number 240, ASV338
#> 2026-06-19 09:38:43.12 INFO::Fitting model to feature number 241, ASV339
#> 2026-06-19 09:38:43.13 INFO::Fitting model to feature number 242, ASV340
#> 2026-06-19 09:38:43.13 INFO::Fitting model to feature number 243, ASV341
#> 2026-06-19 09:38:43.13 INFO::Fitting model to feature number 244, ASV342
#> 2026-06-19 09:38:43.14 INFO::Fitting model to feature number 245, ASV344
#> 2026-06-19 09:38:43.14 INFO::Fitting model to feature number 246, ASV345
#> 2026-06-19 09:38:43.15 INFO::Fitting model to feature number 247, ASV346
#> 2026-06-19 09:38:43.15 INFO::Fitting model to feature number 248, ASV347
#> 2026-06-19 09:38:43.16 INFO::Fitting model to feature number 249, ASV348
#> 2026-06-19 09:38:43.16 INFO::Fitting model to feature number 250, ASV349
#> 2026-06-19 09:38:43.16 INFO::Fitting model to feature number 251, ASV350
#> 2026-06-19 09:38:43.17 INFO::Fitting model to feature number 252, ASV351
#> 2026-06-19 09:38:43.17 INFO::Fitting model to feature number 253, ASV353
#> 2026-06-19 09:38:43.18 INFO::Fitting model to feature number 254, ASV355
#> 2026-06-19 09:38:43.18 INFO::Fitting model to feature number 255, ASV356
#> 2026-06-19 09:38:43.19 INFO::Fitting model to feature number 256, ASV357
#> 2026-06-19 09:38:43.19 INFO::Fitting model to feature number 257, ASV358
#> 2026-06-19 09:38:43.19 INFO::Fitting model to feature number 258, ASV359
#> 2026-06-19 09:38:43.20 INFO::Fitting model to feature number 259, ASV360
#> 2026-06-19 09:38:43.20 INFO::Fitting model to feature number 260, ASV362
#> 2026-06-19 09:38:43.20 INFO::Fitting model to feature number 261, ASV364
#> 2026-06-19 09:38:43.21 INFO::Fitting model to feature number 262, ASV365
#> 2026-06-19 09:38:43.21 INFO::Fitting model to feature number 263, ASV366
#> 2026-06-19 09:38:43.22 INFO::Fitting model to feature number 264, ASV367
#> 2026-06-19 09:38:43.22 INFO::Fitting model to feature number 265, ASV368
#> 2026-06-19 09:38:43.23 INFO::Fitting model to feature number 266, ASV369
#> 2026-06-19 09:38:43.23 INFO::Fitting model to feature number 267, ASV371
#> 2026-06-19 09:38:43.23 INFO::Fitting model to feature number 268, ASV372
#> 2026-06-19 09:38:43.24 INFO::Fitting model to feature number 269, ASV373
#> 2026-06-19 09:38:43.24 WARNING::Fitting problem for feature 269 returning NA
#> 2026-06-19 09:38:43.24 INFO::Fitting model to feature number 270, ASV375
#> 2026-06-19 09:38:43.25 INFO::Fitting model to feature number 271, ASV376
#> 2026-06-19 09:38:43.25 INFO::Fitting model to feature number 272, ASV377
#> 2026-06-19 09:38:43.26 INFO::Fitting model to feature number 273, ASV378
#> 2026-06-19 09:38:43.26 INFO::Fitting model to feature number 274, ASV380
#> 2026-06-19 09:38:43.27 INFO::Fitting model to feature number 275, ASV382
#> 2026-06-19 09:38:43.27 INFO::Fitting model to feature number 276, ASV383
#> 2026-06-19 09:38:43.27 INFO::Fitting model to feature number 277, ASV385
#> 2026-06-19 09:38:43.27 INFO::Fitting model to feature number 278, ASV388
#> 2026-06-19 09:38:43.28 INFO::Fitting model to feature number 279, ASV390
#> 2026-06-19 09:38:43.28 INFO::Fitting model to feature number 280, ASV395
#> 2026-06-19 09:38:43.28 INFO::Fitting model to feature number 281, ASV399
#> 2026-06-19 09:38:43.29 INFO::Fitting model to feature number 282, ASV401
#> 2026-06-19 09:38:43.29 INFO::Fitting model to feature number 283, ASV402
#> 2026-06-19 09:38:43.29 INFO::Fitting model to feature number 284, ASV404
#> 2026-06-19 09:38:43.30 INFO::Fitting model to feature number 285, ASV405
#> 2026-06-19 09:38:43.30 INFO::Fitting model to feature number 286, ASV409
#> 2026-06-19 09:38:43.30 INFO::Fitting model to feature number 287, ASV411
#> 2026-06-19 09:38:43.31 INFO::Fitting model to feature number 288, ASV412
#> 2026-06-19 09:38:43.31 INFO::Fitting model to feature number 289, ASV413
#> 2026-06-19 09:38:43.31 INFO::Fitting model to feature number 290, ASV414
#> 2026-06-19 09:38:43.32 WARNING::Fitting problem for feature 290 returning NA
#> 2026-06-19 09:38:43.32 INFO::Fitting model to feature number 291, ASV415
#> 2026-06-19 09:38:43.32 INFO::Fitting model to feature number 292, ASV416
#> 2026-06-19 09:38:43.32 INFO::Fitting model to feature number 293, ASV417
#> 2026-06-19 09:38:43.33 INFO::Fitting model to feature number 294, ASV418
#> 2026-06-19 09:38:43.33 INFO::Fitting model to feature number 295, ASV419
#> 2026-06-19 09:38:43.34 INFO::Fitting model to feature number 296, ASV420
#> 2026-06-19 09:38:43.34 INFO::Fitting model to feature number 297, ASV422
#> 2026-06-19 09:38:43.34 INFO::Fitting model to feature number 298, ASV423
#> 2026-06-19 09:38:43.35 INFO::Fitting model to feature number 299, ASV424
#> 2026-06-19 09:38:43.35 INFO::Fitting model to feature number 300, ASV426
#> 2026-06-19 09:38:43.36 INFO::Fitting model to feature number 301, ASV427
#> 2026-06-19 09:38:43.36 INFO::Fitting model to feature number 302, ASV428
#> 2026-06-19 09:38:43.36 INFO::Fitting model to feature number 303, ASV429
#> 2026-06-19 09:38:43.36 INFO::Fitting model to feature number 304, ASV431
#> 2026-06-19 09:38:43.37 INFO::Fitting model to feature number 305, ASV433
#> 2026-06-19 09:38:43.37 INFO::Fitting model to feature number 306, ASV434
#> 2026-06-19 09:38:43.37 INFO::Fitting model to feature number 307, ASV438
#> 2026-06-19 09:38:43.38 INFO::Fitting model to feature number 308, ASV439
#> 2026-06-19 09:38:43.38 INFO::Fitting model to feature number 309, ASV440
#> 2026-06-19 09:38:43.38 INFO::Fitting model to feature number 310, ASV442
#> 2026-06-19 09:38:43.38 INFO::Fitting model to feature number 311, ASV443
#> 2026-06-19 09:38:43.39 INFO::Fitting model to feature number 312, ASV444
#> 2026-06-19 09:38:43.39 INFO::Fitting model to feature number 313, ASV445
#> 2026-06-19 09:38:43.40 INFO::Fitting model to feature number 314, ASV446
#> 2026-06-19 09:38:43.40 INFO::Fitting model to feature number 315, ASV448
#> 2026-06-19 09:38:43.40 INFO::Fitting model to feature number 316, ASV449
#> 2026-06-19 09:38:43.40 INFO::Fitting model to feature number 317, ASV451
#> 2026-06-19 09:38:43.41 INFO::Fitting model to feature number 318, ASV452
#> 2026-06-19 09:38:43.41 INFO::Fitting model to feature number 319, ASV453
#> 2026-06-19 09:38:43.42 INFO::Fitting model to feature number 320, ASV454
#> 2026-06-19 09:38:43.42 INFO::Fitting model to feature number 321, ASV456
#> 2026-06-19 09:38:43.43 INFO::Fitting model to feature number 322, ASV457
#> 2026-06-19 09:38:43.43 INFO::Fitting model to feature number 323, ASV458
#> 2026-06-19 09:38:43.43 INFO::Fitting model to feature number 324, ASV459
#> 2026-06-19 09:38:43.43 INFO::Fitting model to feature number 325, ASV460
#> 2026-06-19 09:38:43.44 INFO::Fitting model to feature number 326, ASV461
#> 2026-06-19 09:38:43.44 INFO::Fitting model to feature number 327, ASV462
#> 2026-06-19 09:38:43.45 INFO::Fitting model to feature number 328, ASV463
#> 2026-06-19 09:38:43.45 INFO::Fitting model to feature number 329, ASV464
#> 2026-06-19 09:38:43.45 INFO::Fitting model to feature number 330, ASV465
#> 2026-06-19 09:38:43.46 WARNING::Fitting problem for feature 330 returning NA
#> 2026-06-19 09:38:43.46 INFO::Fitting model to feature number 331, ASV466
#> 2026-06-19 09:38:43.46 INFO::Fitting model to feature number 332, ASV467
#> 2026-06-19 09:38:43.47 INFO::Fitting model to feature number 333, ASV468
#> 2026-06-19 09:38:43.47 INFO::Fitting model to feature number 334, ASV469
#> 2026-06-19 09:38:43.48 INFO::Fitting model to feature number 335, ASV470
#> 2026-06-19 09:38:43.48 INFO::Fitting model to feature number 336, ASV472
#> 2026-06-19 09:38:43.48 INFO::Fitting model to feature number 337, ASV473
#> 2026-06-19 09:38:43.49 INFO::Fitting model to feature number 338, ASV474
#> 2026-06-19 09:38:43.49 INFO::Fitting model to feature number 339, ASV475
#> 2026-06-19 09:38:43.49 INFO::Fitting model to feature number 340, ASV476
#> 2026-06-19 09:38:43.50 INFO::Fitting model to feature number 341, ASV477
#> 2026-06-19 09:38:43.50 INFO::Fitting model to feature number 342, ASV478
#> 2026-06-19 09:38:43.51 INFO::Fitting model to feature number 343, ASV479
#> 2026-06-19 09:38:43.51 INFO::Fitting model to feature number 344, ASV481
#> 2026-06-19 09:38:43.51 INFO::Fitting model to feature number 345, ASV483
#> 2026-06-19 09:38:43.52 INFO::Fitting model to feature number 346, ASV488
#> 2026-06-19 09:38:43.52 INFO::Fitting model to feature number 347, ASV489
#> 2026-06-19 09:38:43.52 INFO::Fitting model to feature number 348, ASV490
#> 2026-06-19 09:38:43.53 INFO::Fitting model to feature number 349, ASV491
#> 2026-06-19 09:38:43.53 INFO::Fitting model to feature number 350, ASV492
#> 2026-06-19 09:38:43.53 INFO::Fitting model to feature number 351, ASV493
#> 2026-06-19 09:38:43.54 INFO::Fitting model to feature number 352, ASV494
#> 2026-06-19 09:38:43.54 INFO::Fitting model to feature number 353, ASV496
#> 2026-06-19 09:38:43.55 INFO::Fitting model to feature number 354, ASV498
#> 2026-06-19 09:38:43.55 INFO::Fitting model to feature number 355, ASV499
#> 2026-06-19 09:38:43.55 INFO::Fitting model to feature number 356, ASV500
#> 2026-06-19 09:38:43.56 INFO::Fitting model to feature number 357, ASV501
#> 2026-06-19 09:38:43.56 INFO::Fitting model to feature number 358, ASV502
#> 2026-06-19 09:38:43.56 INFO::Fitting model to feature number 359, ASV504
#> 2026-06-19 09:38:43.57 INFO::Fitting model to feature number 360, ASV505
#> 2026-06-19 09:38:43.57 INFO::Fitting model to feature number 361, ASV507
#> 2026-06-19 09:38:43.58 INFO::Fitting model to feature number 362, ASV508
#> 2026-06-19 09:38:43.58 INFO::Fitting model to feature number 363, ASV509
#> 2026-06-19 09:38:43.59 INFO::Fitting model to feature number 364, ASV511
#> 2026-06-19 09:38:43.59 INFO::Fitting model to feature number 365, ASV512
#> 2026-06-19 09:38:43.59 INFO::Fitting model to feature number 366, ASV514
#> 2026-06-19 09:38:43.60 INFO::Fitting model to feature number 367, ASV515
#> 2026-06-19 09:38:43.60 INFO::Fitting model to feature number 368, ASV516
#> 2026-06-19 09:38:43.61 INFO::Fitting model to feature number 369, ASV517
#> 2026-06-19 09:38:43.61 INFO::Fitting model to feature number 370, ASV519
#> 2026-06-19 09:38:43.61 INFO::Fitting model to feature number 371, ASV520
#> 2026-06-19 09:38:43.62 INFO::Fitting model to feature number 372, ASV521
#> 2026-06-19 09:38:43.62 INFO::Fitting model to feature number 373, ASV522
#> 2026-06-19 09:38:43.62 INFO::Fitting model to feature number 374, ASV523
#> 2026-06-19 09:38:43.63 INFO::Fitting model to feature number 375, ASV526
#> 2026-06-19 09:38:43.63 INFO::Fitting model to feature number 376, ASV527
#> 2026-06-19 09:38:43.63 INFO::Fitting model to feature number 377, ASV530
#> 2026-06-19 09:38:43.64 INFO::Fitting model to feature number 378, ASV531
#> 2026-06-19 09:38:43.64 INFO::Fitting model to feature number 379, ASV533
#> 2026-06-19 09:38:43.64 INFO::Fitting model to feature number 380, ASV534
#> 2026-06-19 09:38:43.65 INFO::Fitting model to feature number 381, ASV535
#> 2026-06-19 09:38:43.65 INFO::Fitting model to feature number 382, ASV536
#> 2026-06-19 09:38:43.66 INFO::Fitting model to feature number 383, ASV538
#> 2026-06-19 09:38:43.66 INFO::Fitting model to feature number 384, ASV539
#> 2026-06-19 09:38:43.66 INFO::Fitting model to feature number 385, ASV540
#> 2026-06-19 09:38:43.67 INFO::Fitting model to feature number 386, ASV541
#> 2026-06-19 09:38:43.67 INFO::Fitting model to feature number 387, ASV542
#> 2026-06-19 09:38:43.67 INFO::Fitting model to feature number 388, ASV543
#> 2026-06-19 09:38:43.68 INFO::Fitting model to feature number 389, ASV544
#> 2026-06-19 09:38:43.68 INFO::Fitting model to feature number 390, ASV545
#> 2026-06-19 09:38:43.69 INFO::Fitting model to feature number 391, ASV546
#> 2026-06-19 09:38:43.69 INFO::Fitting model to feature number 392, ASV548
#> 2026-06-19 09:38:43.69 INFO::Fitting model to feature number 393, ASV549
#> 2026-06-19 09:38:43.69 INFO::Fitting model to feature number 394, ASV550
#> 2026-06-19 09:38:43.70 INFO::Fitting model to feature number 395, ASV551
#> 2026-06-19 09:38:43.70 INFO::Fitting model to feature number 396, ASV553
#> 2026-06-19 09:38:43.71 INFO::Fitting model to feature number 397, ASV554
#> 2026-06-19 09:38:43.71 INFO::Fitting model to feature number 398, ASV555
#> 2026-06-19 09:38:43.71 INFO::Fitting model to feature number 399, ASV556
#> 2026-06-19 09:38:43.72 INFO::Fitting model to feature number 400, ASV558
#> 2026-06-19 09:38:43.72 INFO::Fitting model to feature number 401, ASV559
#> 2026-06-19 09:38:43.73 INFO::Fitting model to feature number 402, ASV560
#> 2026-06-19 09:38:43.73 INFO::Fitting model to feature number 403, ASV561
#> 2026-06-19 09:38:43.73 INFO::Fitting model to feature number 404, ASV562
#> 2026-06-19 09:38:43.74 INFO::Fitting model to feature number 405, ASV563
#> 2026-06-19 09:38:43.74 INFO::Fitting model to feature number 406, ASV564
#> 2026-06-19 09:38:43.75 INFO::Fitting model to feature number 407, ASV566
#> 2026-06-19 09:38:43.75 INFO::Fitting model to feature number 408, ASV567
#> 2026-06-19 09:38:43.75 INFO::Fitting model to feature number 409, ASV569
#> 2026-06-19 09:38:43.76 INFO::Fitting model to feature number 410, ASV570
#> 2026-06-19 09:38:43.76 INFO::Fitting model to feature number 411, ASV571
#> 2026-06-19 09:38:43.76 INFO::Fitting model to feature number 412, ASV572
#> 2026-06-19 09:38:43.77 INFO::Fitting model to feature number 413, ASV573
#> 2026-06-19 09:38:43.77 INFO::Fitting model to feature number 414, ASV574
#> 2026-06-19 09:38:43.78 INFO::Fitting model to feature number 415, ASV576
#> 2026-06-19 09:38:43.78 INFO::Fitting model to feature number 416, ASV577
#> 2026-06-19 09:38:43.78 INFO::Fitting model to feature number 417, ASV578
#> 2026-06-19 09:38:43.79 WARNING::Fitting problem for feature 417 returning NA
#> 2026-06-19 09:38:43.79 INFO::Fitting model to feature number 418, ASV579
#> 2026-06-19 09:38:43.79 INFO::Fitting model to feature number 419, ASV580
#> 2026-06-19 09:38:43.79 INFO::Fitting model to feature number 420, ASV581
#> 2026-06-19 09:38:43.80 INFO::Fitting model to feature number 421, ASV582
#> 2026-06-19 09:38:43.80 WARNING::Fitting problem for feature 421 returning NA
#> 2026-06-19 09:38:43.80 INFO::Fitting model to feature number 422, ASV584
#> 2026-06-19 09:38:43.81 INFO::Fitting model to feature number 423, ASV585
#> 2026-06-19 09:38:43.81 INFO::Fitting model to feature number 424, ASV586
#> 2026-06-19 09:38:43.81 INFO::Fitting model to feature number 425, ASV587
#> 2026-06-19 09:38:43.82 INFO::Fitting model to feature number 426, ASV589
#> 2026-06-19 09:38:43.82 INFO::Fitting model to feature number 427, ASV590
#> 2026-06-19 09:38:43.82 INFO::Fitting model to feature number 428, ASV591
#> 2026-06-19 09:38:43.83 INFO::Fitting model to feature number 429, ASV592
#> 2026-06-19 09:38:43.83 INFO::Fitting model to feature number 430, ASV593
#> 2026-06-19 09:38:43.83 INFO::Fitting model to feature number 431, ASV594
#> 2026-06-19 09:38:43.84 INFO::Fitting model to feature number 432, ASV595
#> 2026-06-19 09:38:43.84 INFO::Fitting model to feature number 433, ASV596
#> 2026-06-19 09:38:43.85 INFO::Fitting model to feature number 434, ASV597
#> 2026-06-19 09:38:43.85 INFO::Fitting model to feature number 435, ASV598
#> 2026-06-19 09:38:43.85 INFO::Fitting model to feature number 436, ASV599
#> 2026-06-19 09:38:43.86 INFO::Fitting model to feature number 437, ASV600
#> 2026-06-19 09:38:43.86 INFO::Fitting model to feature number 438, ASV602
#> 2026-06-19 09:38:43.87 INFO::Fitting model to feature number 439, ASV604
#> 2026-06-19 09:38:43.87 INFO::Fitting model to feature number 440, ASV605
#> 2026-06-19 09:38:43.87 INFO::Fitting model to feature number 441, ASV607
#> 2026-06-19 09:38:43.88 INFO::Fitting model to feature number 442, ASV608
#> 2026-06-19 09:38:43.88 INFO::Fitting model to feature number 443, ASV610
#> 2026-06-19 09:38:43.89 INFO::Fitting model to feature number 444, ASV612
#> 2026-06-19 09:38:43.89 INFO::Fitting model to feature number 445, ASV614
#> 2026-06-19 09:38:43.89 INFO::Fitting model to feature number 446, ASV615
#> 2026-06-19 09:38:43.90 INFO::Fitting model to feature number 447, ASV616
#> 2026-06-19 09:38:43.90 INFO::Fitting model to feature number 448, ASV617
#> 2026-06-19 09:38:43.91 INFO::Fitting model to feature number 449, ASV618
#> 2026-06-19 09:38:43.91 INFO::Fitting model to feature number 450, ASV621
#> 2026-06-19 09:38:43.92 INFO::Fitting model to feature number 451, ASV624
#> 2026-06-19 09:38:43.92 INFO::Fitting model to feature number 452, ASV625
#> 2026-06-19 09:38:43.93 INFO::Fitting model to feature number 453, ASV626
#> 2026-06-19 09:38:43.93 INFO::Fitting model to feature number 454, ASV627
#> 2026-06-19 09:38:43.93 INFO::Fitting model to feature number 455, ASV628
#> 2026-06-19 09:38:43.94 INFO::Fitting model to feature number 456, ASV629
#> 2026-06-19 09:38:43.94 INFO::Fitting model to feature number 457, ASV631
#> 2026-06-19 09:38:43.94 INFO::Fitting model to feature number 458, ASV632
#> 2026-06-19 09:38:43.95 INFO::Fitting model to feature number 459, ASV633
#> 2026-06-19 09:38:43.95 INFO::Fitting model to feature number 460, ASV634
#> 2026-06-19 09:38:43.96 INFO::Fitting model to feature number 461, ASV635
#> 2026-06-19 09:38:43.96 INFO::Fitting model to feature number 462, ASV637
#> 2026-06-19 09:38:43.97 INFO::Fitting model to feature number 463, ASV639
#> 2026-06-19 09:38:43.97 INFO::Fitting model to feature number 464, ASV640
#> 2026-06-19 09:38:43.97 INFO::Fitting model to feature number 465, ASV641
#> 2026-06-19 09:38:43.98 INFO::Fitting model to feature number 466, ASV643
#> 2026-06-19 09:38:43.98 INFO::Fitting model to feature number 467, ASV644
#> 2026-06-19 09:38:43.98 INFO::Fitting model to feature number 468, ASV645
#> 2026-06-19 09:38:43.99 INFO::Fitting model to feature number 469, ASV647
#> 2026-06-19 09:38:43.99 INFO::Fitting model to feature number 470, ASV649
#> 2026-06-19 09:38:43.99 INFO::Fitting model to feature number 471, ASV650
#> 2026-06-19 09:38:44.00 INFO::Fitting model to feature number 472, ASV652
#> 2026-06-19 09:38:44.00 INFO::Fitting model to feature number 473, ASV653
#> 2026-06-19 09:38:44.00 INFO::Fitting model to feature number 474, ASV654
#> 2026-06-19 09:38:44.00 INFO::Fitting model to feature number 475, ASV657
#> 2026-06-19 09:38:44.01 INFO::Fitting model to feature number 476, ASV659
#> 2026-06-19 09:38:44.01 INFO::Fitting model to feature number 477, ASV660
#> 2026-06-19 09:38:44.01 INFO::Fitting model to feature number 478, ASV661
#> 2026-06-19 09:38:44.02 INFO::Fitting model to feature number 479, ASV662
#> 2026-06-19 09:38:44.02 INFO::Fitting model to feature number 480, ASV664
#> 2026-06-19 09:38:44.02 INFO::Fitting model to feature number 481, ASV665
#> 2026-06-19 09:38:44.03 INFO::Fitting model to feature number 482, ASV666
#> 2026-06-19 09:38:44.03 INFO::Fitting model to feature number 483, ASV667
#> 2026-06-19 09:38:44.04 INFO::Fitting model to feature number 484, ASV668
#> 2026-06-19 09:38:44.04 INFO::Fitting model to feature number 485, ASV669
#> 2026-06-19 09:38:44.05 INFO::Fitting model to feature number 486, ASV670
#> 2026-06-19 09:38:44.05 INFO::Fitting model to feature number 487, ASV671
#> 2026-06-19 09:38:44.05 INFO::Fitting model to feature number 488, ASV672
#> 2026-06-19 09:38:44.05 INFO::Fitting model to feature number 489, ASV673
#> 2026-06-19 09:38:44.08 INFO::Fitting model to feature number 490, ASV674
#> 2026-06-19 09:38:44.09 INFO::Fitting model to feature number 491, ASV675
#> 2026-06-19 09:38:44.09 INFO::Fitting model to feature number 492, ASV676
#> 2026-06-19 09:38:44.09 INFO::Fitting model to feature number 493, ASV677
#> 2026-06-19 09:38:44.10 INFO::Fitting model to feature number 494, ASV678
#> 2026-06-19 09:38:44.10 INFO::Fitting model to feature number 495, ASV679
#> 2026-06-19 09:38:44.10 INFO::Fitting model to feature number 496, ASV680
#> 2026-06-19 09:38:44.11 INFO::Fitting model to feature number 497, ASV683
#> 2026-06-19 09:38:44.11 INFO::Fitting model to feature number 498, ASV684
#> 2026-06-19 09:38:44.11 INFO::Fitting model to feature number 499, ASV685
#> 2026-06-19 09:38:44.11 INFO::Fitting model to feature number 500, ASV686
#> 2026-06-19 09:38:44.12 INFO::Fitting model to feature number 501, ASV687
#> 2026-06-19 09:38:44.12 INFO::Fitting model to feature number 502, ASV688
#> 2026-06-19 09:38:44.12 INFO::Fitting model to feature number 503, ASV691
#> 2026-06-19 09:38:44.12 INFO::Fitting model to feature number 504, ASV692
#> 2026-06-19 09:38:44.13 INFO::Fitting model to feature number 505, ASV693
#> 2026-06-19 09:38:44.13 INFO::Fitting model to feature number 506, ASV694
#> 2026-06-19 09:38:44.13 INFO::Fitting model to feature number 507, ASV695
#> 2026-06-19 09:38:44.14 INFO::Fitting model to feature number 508, ASV696
#> 2026-06-19 09:38:44.14 INFO::Fitting model to feature number 509, ASV697
#> 2026-06-19 09:38:44.14 INFO::Fitting model to feature number 510, ASV698
#> 2026-06-19 09:38:44.15 INFO::Fitting model to feature number 511, ASV700
#> 2026-06-19 09:38:44.15 INFO::Fitting model to feature number 512, ASV702
#> 2026-06-19 09:38:44.16 INFO::Fitting model to feature number 513, ASV703
#> 2026-06-19 09:38:44.16 INFO::Fitting model to feature number 514, ASV704
#> 2026-06-19 09:38:44.16 INFO::Fitting model to feature number 515, ASV705
#> 2026-06-19 09:38:44.17 INFO::Fitting model to feature number 516, ASV707
#> 2026-06-19 09:38:44.17 INFO::Fitting model to feature number 517, ASV710
#> 2026-06-19 09:38:44.17 INFO::Fitting model to feature number 518, ASV711
#> 2026-06-19 09:38:44.18 INFO::Fitting model to feature number 519, ASV712
#> 2026-06-19 09:38:44.18 INFO::Fitting model to feature number 520, ASV713
#> 2026-06-19 09:38:44.18 INFO::Fitting model to feature number 521, ASV714
#> 2026-06-19 09:38:44.19 INFO::Fitting model to feature number 522, ASV715
#> 2026-06-19 09:38:44.19 INFO::Fitting model to feature number 523, ASV717
#> 2026-06-19 09:38:44.20 INFO::Fitting model to feature number 524, ASV718
#> 2026-06-19 09:38:44.20 INFO::Fitting model to feature number 525, ASV720
#> 2026-06-19 09:38:44.20 INFO::Fitting model to feature number 526, ASV722
#> 2026-06-19 09:38:44.20 INFO::Fitting model to feature number 527, ASV723
#> 2026-06-19 09:38:44.21 INFO::Fitting model to feature number 528, ASV724
#> 2026-06-19 09:38:44.21 INFO::Fitting model to feature number 529, ASV726
#> 2026-06-19 09:38:44.22 INFO::Fitting model to feature number 530, ASV727
#> 2026-06-19 09:38:44.22 INFO::Fitting model to feature number 531, ASV728
#> 2026-06-19 09:38:44.22 WARNING::Fitting problem for feature 531 returning NA
#> 2026-06-19 09:38:44.23 INFO::Fitting model to feature number 532, ASV729
#> 2026-06-19 09:38:44.23 INFO::Fitting model to feature number 533, ASV730
#> 2026-06-19 09:38:44.23 INFO::Fitting model to feature number 534, ASV731
#> 2026-06-19 09:38:44.24 INFO::Fitting model to feature number 535, ASV732
#> 2026-06-19 09:38:44.24 INFO::Fitting model to feature number 536, ASV733
#> 2026-06-19 09:38:44.24 INFO::Fitting model to feature number 537, ASV734
#> 2026-06-19 09:38:44.25 INFO::Fitting model to feature number 538, ASV736
#> 2026-06-19 09:38:44.25 INFO::Fitting model to feature number 539, ASV737
#> 2026-06-19 09:38:44.25 INFO::Fitting model to feature number 540, ASV738
#> 2026-06-19 09:38:44.26 INFO::Fitting model to feature number 541, ASV740
#> 2026-06-19 09:38:44.26 INFO::Fitting model to feature number 542, ASV741
#> 2026-06-19 09:38:44.27 INFO::Fitting model to feature number 543, ASV742
#> 2026-06-19 09:38:44.27 INFO::Fitting model to feature number 544, ASV743
#> 2026-06-19 09:38:44.27 INFO::Fitting model to feature number 545, ASV744
#> 2026-06-19 09:38:44.27 INFO::Fitting model to feature number 546, ASV746
#> 2026-06-19 09:38:44.28 INFO::Fitting model to feature number 547, ASV747
#> 2026-06-19 09:38:44.28 INFO::Fitting model to feature number 548, ASV748
#> 2026-06-19 09:38:44.28 INFO::Fitting model to feature number 549, ASV749
#> 2026-06-19 09:38:44.29 INFO::Fitting model to feature number 550, ASV752
#> 2026-06-19 09:38:44.29 INFO::Fitting model to feature number 551, ASV753
#> 2026-06-19 09:38:44.29 INFO::Fitting model to feature number 552, ASV754
#> 2026-06-19 09:38:44.30 INFO::Fitting model to feature number 553, ASV755
#> 2026-06-19 09:38:44.30 INFO::Fitting model to feature number 554, ASV756
#> 2026-06-19 09:38:44.30 INFO::Fitting model to feature number 555, ASV757
#> 2026-06-19 09:38:44.31 INFO::Fitting model to feature number 556, ASV758
#> 2026-06-19 09:38:44.31 INFO::Fitting model to feature number 557, ASV760
#> 2026-06-19 09:38:44.32 INFO::Fitting model to feature number 558, ASV762
#> 2026-06-19 09:38:44.32 INFO::Fitting model to feature number 559, ASV764
#> 2026-06-19 09:38:44.32 INFO::Fitting model to feature number 560, ASV766
#> 2026-06-19 09:38:44.33 INFO::Fitting model to feature number 561, ASV767
#> 2026-06-19 09:38:44.33 INFO::Fitting model to feature number 562, ASV768
#> 2026-06-19 09:38:44.33 INFO::Fitting model to feature number 563, ASV769
#> 2026-06-19 09:38:44.34 INFO::Fitting model to feature number 564, ASV770
#> 2026-06-19 09:38:44.34 INFO::Fitting model to feature number 565, ASV771
#> 2026-06-19 09:38:44.34 INFO::Fitting model to feature number 566, ASV772
#> 2026-06-19 09:38:44.35 INFO::Fitting model to feature number 567, ASV773
#> 2026-06-19 09:38:44.35 INFO::Fitting model to feature number 568, ASV774
#> 2026-06-19 09:38:44.36 INFO::Fitting model to feature number 569, ASV775
#> 2026-06-19 09:38:44.36 INFO::Fitting model to feature number 570, ASV776
#> 2026-06-19 09:38:44.37 INFO::Fitting model to feature number 571, ASV777
#> 2026-06-19 09:38:44.37 INFO::Fitting model to feature number 572, ASV779
#> 2026-06-19 09:38:44.37 INFO::Fitting model to feature number 573, ASV780
#> 2026-06-19 09:38:44.38 INFO::Fitting model to feature number 574, ASV781
#> 2026-06-19 09:38:44.38 INFO::Fitting model to feature number 575, ASV782
#> 2026-06-19 09:38:44.38 INFO::Fitting model to feature number 576, ASV783
#> 2026-06-19 09:38:44.39 INFO::Fitting model to feature number 577, ASV784
#> 2026-06-19 09:38:44.39 INFO::Fitting model to feature number 578, ASV785
#> 2026-06-19 09:38:44.40 INFO::Fitting model to feature number 579, ASV786
#> 2026-06-19 09:38:44.40 WARNING::Fitting problem for feature 579 returning NA
#> 2026-06-19 09:38:44.40 INFO::Fitting model to feature number 580, ASV787
#> 2026-06-19 09:38:44.40 INFO::Fitting model to feature number 581, ASV788
#> 2026-06-19 09:38:44.41 INFO::Fitting model to feature number 582, ASV790
#> 2026-06-19 09:38:44.41 INFO::Fitting model to feature number 583, ASV792
#> 2026-06-19 09:38:44.42 INFO::Fitting model to feature number 584, ASV795
#> 2026-06-19 09:38:44.42 INFO::Fitting model to feature number 585, ASV796
#> 2026-06-19 09:38:44.42 INFO::Fitting model to feature number 586, ASV797
#> 2026-06-19 09:38:44.43 INFO::Fitting model to feature number 587, ASV798
#> 2026-06-19 09:38:44.43 INFO::Fitting model to feature number 588, ASV799
#> 2026-06-19 09:38:44.43 INFO::Fitting model to feature number 589, ASV801
#> 2026-06-19 09:38:44.44 INFO::Fitting model to feature number 590, ASV802
#> 2026-06-19 09:38:44.44 INFO::Fitting model to feature number 591, ASV803
#> 2026-06-19 09:38:44.44 INFO::Fitting model to feature number 592, ASV805
#> 2026-06-19 09:38:44.45 INFO::Fitting model to feature number 593, ASV807
#> 2026-06-19 09:38:44.45 INFO::Fitting model to feature number 594, ASV808
#> 2026-06-19 09:38:44.45 INFO::Fitting model to feature number 595, ASV810
#> 2026-06-19 09:38:44.46 INFO::Fitting model to feature number 596, ASV811
#> 2026-06-19 09:38:44.46 INFO::Fitting model to feature number 597, ASV814
#> 2026-06-19 09:38:44.46 INFO::Fitting model to feature number 598, ASV815
#> 2026-06-19 09:38:44.46 INFO::Fitting model to feature number 599, ASV816
#> 2026-06-19 09:38:44.47 INFO::Fitting model to feature number 600, ASV817
#> 2026-06-19 09:38:44.47 INFO::Fitting model to feature number 601, ASV819
#> 2026-06-19 09:38:44.48 INFO::Fitting model to feature number 602, ASV821
#> 2026-06-19 09:38:44.48 INFO::Fitting model to feature number 603, ASV822
#> 2026-06-19 09:38:44.49 INFO::Fitting model to feature number 604, ASV823
#> 2026-06-19 09:38:44.49 INFO::Fitting model to feature number 605, ASV824
#> 2026-06-19 09:38:44.49 INFO::Fitting model to feature number 606, ASV828
#> 2026-06-19 09:38:44.50 INFO::Fitting model to feature number 607, ASV829
#> 2026-06-19 09:38:44.50 INFO::Fitting model to feature number 608, ASV830
#> 2026-06-19 09:38:44.50 INFO::Fitting model to feature number 609, ASV831
#> 2026-06-19 09:38:44.51 INFO::Fitting model to feature number 610, ASV832
#> 2026-06-19 09:38:44.51 INFO::Fitting model to feature number 611, ASV834
#> 2026-06-19 09:38:44.52 INFO::Fitting model to feature number 612, ASV836
#> 2026-06-19 09:38:44.52 INFO::Fitting model to feature number 613, ASV837
#> 2026-06-19 09:38:44.52 INFO::Fitting model to feature number 614, ASV838
#> 2026-06-19 09:38:44.53 INFO::Fitting model to feature number 615, ASV839
#> 2026-06-19 09:38:44.53 INFO::Fitting model to feature number 616, ASV840
#> 2026-06-19 09:38:44.54 INFO::Fitting model to feature number 617, ASV841
#> 2026-06-19 09:38:44.54 INFO::Fitting model to feature number 618, ASV842
#> 2026-06-19 09:38:44.54 INFO::Fitting model to feature number 619, ASV843
#> 2026-06-19 09:38:44.55 INFO::Fitting model to feature number 620, ASV844
#> 2026-06-19 09:38:44.55 INFO::Fitting model to feature number 621, ASV845
#> 2026-06-19 09:38:44.55 INFO::Fitting model to feature number 622, ASV847
#> 2026-06-19 09:38:44.56 WARNING::Fitting problem for feature 622 returning NA
#> 2026-06-19 09:38:44.56 INFO::Fitting model to feature number 623, ASV848
#> 2026-06-19 09:38:44.56 INFO::Fitting model to feature number 624, ASV852
#> 2026-06-19 09:38:44.56 INFO::Fitting model to feature number 625, ASV853
#> 2026-06-19 09:38:44.57 INFO::Fitting model to feature number 626, ASV854
#> 2026-06-19 09:38:44.57 INFO::Fitting model to feature number 627, ASV855
#> 2026-06-19 09:38:44.57 INFO::Fitting model to feature number 628, ASV857
#> 2026-06-19 09:38:44.58 INFO::Fitting model to feature number 629, ASV858
#> 2026-06-19 09:38:44.58 INFO::Fitting model to feature number 630, ASV859
#> 2026-06-19 09:38:44.59 INFO::Fitting model to feature number 631, ASV860
#> 2026-06-19 09:38:44.59 INFO::Fitting model to feature number 632, ASV861
#> 2026-06-19 09:38:44.59 WARNING::Fitting problem for feature 632 returning NA
#> 2026-06-19 09:38:44.60 INFO::Fitting model to feature number 633, ASV863
#> 2026-06-19 09:38:44.60 INFO::Fitting model to feature number 634, ASV865
#> 2026-06-19 09:38:44.61 INFO::Fitting model to feature number 635, ASV870
#> 2026-06-19 09:38:44.61 INFO::Fitting model to feature number 636, ASV873
#> 2026-06-19 09:38:44.61 INFO::Fitting model to feature number 637, ASV874
#> 2026-06-19 09:38:44.62 INFO::Fitting model to feature number 638, ASV875
#> 2026-06-19 09:38:44.62 INFO::Fitting model to feature number 639, ASV876
#> 2026-06-19 09:38:44.62 INFO::Fitting model to feature number 640, ASV877
#> 2026-06-19 09:38:44.63 INFO::Fitting model to feature number 641, ASV878
#> 2026-06-19 09:38:44.63 INFO::Fitting model to feature number 642, ASV879
#> 2026-06-19 09:38:44.63 INFO::Fitting model to feature number 643, ASV880
#> 2026-06-19 09:38:44.64 INFO::Fitting model to feature number 644, ASV883
#> 2026-06-19 09:38:44.64 INFO::Fitting model to feature number 645, ASV884
#> 2026-06-19 09:38:44.64 INFO::Fitting model to feature number 646, ASV887
#> 2026-06-19 09:38:44.65 INFO::Fitting model to feature number 647, ASV888
#> 2026-06-19 09:38:44.65 INFO::Fitting model to feature number 648, ASV890
#> 2026-06-19 09:38:44.66 INFO::Fitting model to feature number 649, ASV891
#> 2026-06-19 09:38:44.66 INFO::Fitting model to feature number 650, ASV892
#> 2026-06-19 09:38:44.66 INFO::Fitting model to feature number 651, ASV895
#> 2026-06-19 09:38:44.67 INFO::Fitting model to feature number 652, ASV897
#> 2026-06-19 09:38:44.67 INFO::Fitting model to feature number 653, ASV898
#> 2026-06-19 09:38:44.67 INFO::Fitting model to feature number 654, ASV899
#> 2026-06-19 09:38:44.68 INFO::Fitting model to feature number 655, ASV901
#> 2026-06-19 09:38:44.68 INFO::Fitting model to feature number 656, ASV902
#> 2026-06-19 09:38:44.69 INFO::Fitting model to feature number 657, ASV903
#> 2026-06-19 09:38:44.69 WARNING::Fitting problem for feature 657 returning NA
#> 2026-06-19 09:38:44.69 INFO::Fitting model to feature number 658, ASV904
#> 2026-06-19 09:38:44.69 INFO::Fitting model to feature number 659, ASV905
#> 2026-06-19 09:38:44.70 INFO::Fitting model to feature number 660, ASV906
#> 2026-06-19 09:38:44.70 INFO::Fitting model to feature number 661, ASV907
#> 2026-06-19 09:38:44.71 WARNING::Fitting problem for feature 661 returning NA
#> 2026-06-19 09:38:44.71 INFO::Fitting model to feature number 662, ASV909
#> 2026-06-19 09:38:44.71 INFO::Fitting model to feature number 663, ASV910
#> 2026-06-19 09:38:44.71 INFO::Fitting model to feature number 664, ASV911
#> 2026-06-19 09:38:44.72 INFO::Fitting model to feature number 665, ASV913
#> 2026-06-19 09:38:44.72 INFO::Fitting model to feature number 666, ASV914
#> 2026-06-19 09:38:44.72 INFO::Fitting model to feature number 667, ASV915
#> 2026-06-19 09:38:44.73 INFO::Fitting model to feature number 668, ASV916
#> 2026-06-19 09:38:44.73 INFO::Fitting model to feature number 669, ASV917
#> 2026-06-19 09:38:44.73 INFO::Fitting model to feature number 670, ASV918
#> 2026-06-19 09:38:44.74 INFO::Fitting model to feature number 671, ASV919
#> 2026-06-19 09:38:44.74 INFO::Fitting model to feature number 672, ASV920
#> 2026-06-19 09:38:44.74 INFO::Fitting model to feature number 673, ASV921
#> 2026-06-19 09:38:44.75 INFO::Fitting model to feature number 674, ASV922
#> 2026-06-19 09:38:44.75 INFO::Fitting model to feature number 675, ASV923
#> 2026-06-19 09:38:44.76 INFO::Fitting model to feature number 676, ASV926
#> 2026-06-19 09:38:44.76 INFO::Fitting model to feature number 677, ASV927
#> 2026-06-19 09:38:44.77 INFO::Fitting model to feature number 678, ASV928
#> 2026-06-19 09:38:44.77 INFO::Fitting model to feature number 679, ASV930
#> 2026-06-19 09:38:44.77 INFO::Fitting model to feature number 680, ASV932
#> 2026-06-19 09:38:44.78 INFO::Fitting model to feature number 681, ASV934
#> 2026-06-19 09:38:44.78 INFO::Fitting model to feature number 682, ASV935
#> 2026-06-19 09:38:44.78 INFO::Fitting model to feature number 683, ASV936
#> 2026-06-19 09:38:44.79 INFO::Fitting model to feature number 684, ASV937
#> 2026-06-19 09:38:44.79 INFO::Fitting model to feature number 685, ASV938
#> 2026-06-19 09:38:44.79 INFO::Fitting model to feature number 686, ASV939
#> 2026-06-19 09:38:44.80 INFO::Fitting model to feature number 687, ASV940
#> 2026-06-19 09:38:44.80 INFO::Fitting model to feature number 688, ASV941
#> 2026-06-19 09:38:44.81 INFO::Fitting model to feature number 689, ASV942
#> 2026-06-19 09:38:44.81 INFO::Fitting model to feature number 690, ASV943
#> 2026-06-19 09:38:44.81 INFO::Fitting model to feature number 691, ASV945
#> 2026-06-19 09:38:44.82 INFO::Fitting model to feature number 692, ASV947
#> 2026-06-19 09:38:44.82 INFO::Fitting model to feature number 693, ASV948
#> 2026-06-19 09:38:44.83 INFO::Fitting model to feature number 694, ASV949
#> 2026-06-19 09:38:44.83 INFO::Fitting model to feature number 695, ASV950
#> 2026-06-19 09:38:44.83 INFO::Fitting model to feature number 696, ASV951
#> 2026-06-19 09:38:44.83 INFO::Fitting model to feature number 697, ASV953
#> 2026-06-19 09:38:44.84 INFO::Fitting model to feature number 698, ASV955
#> 2026-06-19 09:38:44.84 INFO::Fitting model to feature number 699, ASV958
#> 2026-06-19 09:38:44.84 INFO::Fitting model to feature number 700, ASV959
#> 2026-06-19 09:38:44.85 INFO::Fitting model to feature number 701, ASV961
#> 2026-06-19 09:38:44.85 INFO::Fitting model to feature number 702, ASV962
#> 2026-06-19 09:38:44.85 INFO::Fitting model to feature number 703, ASV963
#> 2026-06-19 09:38:44.86 INFO::Fitting model to feature number 704, ASV964
#> 2026-06-19 09:38:44.86 INFO::Fitting model to feature number 705, ASV966
#> 2026-06-19 09:38:44.86 INFO::Fitting model to feature number 706, ASV967
#> 2026-06-19 09:38:44.87 INFO::Fitting model to feature number 707, ASV969
#> 2026-06-19 09:38:44.87 INFO::Fitting model to feature number 708, ASV970
#> 2026-06-19 09:38:44.87 INFO::Fitting model to feature number 709, ASV971
#> 2026-06-19 09:38:44.88 INFO::Fitting model to feature number 710, ASV972
#> 2026-06-19 09:38:44.88 INFO::Fitting model to feature number 711, ASV973
#> 2026-06-19 09:38:44.88 INFO::Fitting model to feature number 712, ASV974
#> 2026-06-19 09:38:44.89 INFO::Fitting model to feature number 713, ASV975
#> 2026-06-19 09:38:44.89 INFO::Fitting model to feature number 714, ASV976
#> 2026-06-19 09:38:44.90 INFO::Fitting model to feature number 715, ASV977
#> 2026-06-19 09:38:44.90 INFO::Fitting model to feature number 716, ASV979
#> 2026-06-19 09:38:44.90 INFO::Fitting model to feature number 717, ASV980
#> 2026-06-19 09:38:44.90 INFO::Fitting model to feature number 718, ASV981
#> 2026-06-19 09:38:44.91 INFO::Fitting model to feature number 719, ASV983
#> 2026-06-19 09:38:44.91 INFO::Fitting model to feature number 720, ASV984
#> 2026-06-19 09:38:44.92 INFO::Fitting model to feature number 721, ASV986
#> 2026-06-19 09:38:44.92 INFO::Fitting model to feature number 722, ASV987
#> 2026-06-19 09:38:44.93 INFO::Fitting model to feature number 723, ASV988
#> 2026-06-19 09:38:44.93 INFO::Fitting model to feature number 724, ASV989
#> 2026-06-19 09:38:44.93 INFO::Fitting model to feature number 725, ASV990
#> 2026-06-19 09:38:44.94 INFO::Fitting model to feature number 726, ASV992
#> 2026-06-19 09:38:44.94 WARNING::Fitting problem for feature 726 returning NA
#> 2026-06-19 09:38:44.94 INFO::Fitting model to feature number 727, ASV993
#> 2026-06-19 09:38:44.95 INFO::Fitting model to feature number 728, ASV994
#> 2026-06-19 09:38:44.95 INFO::Fitting model to feature number 729, ASV995
#> 2026-06-19 09:38:44.95 INFO::Fitting model to feature number 730, ASV996
#> 2026-06-19 09:38:44.96 INFO::Fitting model to feature number 731, ASV997
#> 2026-06-19 09:38:44.96 INFO::Fitting model to feature number 732, ASV998
#> 2026-06-19 09:38:44.96 INFO::Fitting model to feature number 733, ASV999
#> 2026-06-19 09:38:44.97 INFO::Fitting model to feature number 734, ASV1001
#> 2026-06-19 09:38:44.97 INFO::Fitting model to feature number 735, ASV1002
#> 2026-06-19 09:38:44.97 INFO::Fitting model to feature number 736, ASV1003
#> 2026-06-19 09:38:44.98 INFO::Fitting model to feature number 737, ASV1004
#> 2026-06-19 09:38:44.98 INFO::Fitting model to feature number 738, ASV1005
#> 2026-06-19 09:38:44.99 INFO::Fitting model to feature number 739, ASV1006
#> 2026-06-19 09:38:44.99 INFO::Fitting model to feature number 740, ASV1007
#> 2026-06-19 09:38:45.00 INFO::Fitting model to feature number 741, ASV1008
#> 2026-06-19 09:38:45.00 INFO::Fitting model to feature number 742, ASV1010
#> 2026-06-19 09:38:45.00 INFO::Fitting model to feature number 743, ASV1011
#> 2026-06-19 09:38:45.01 INFO::Fitting model to feature number 744, ASV1014
#> 2026-06-19 09:38:45.01 INFO::Fitting model to feature number 745, ASV1015
#> 2026-06-19 09:38:45.02 WARNING::Fitting problem for feature 745 returning NA
#> 2026-06-19 09:38:45.02 INFO::Fitting model to feature number 746, ASV1016
#> 2026-06-19 09:38:45.02 INFO::Fitting model to feature number 747, ASV1017
#> 2026-06-19 09:38:45.02 INFO::Fitting model to feature number 748, ASV1018
#> 2026-06-19 09:38:45.03 INFO::Fitting model to feature number 749, ASV1020
#> 2026-06-19 09:38:45.03 INFO::Fitting model to feature number 750, ASV1021
#> 2026-06-19 09:38:45.03 INFO::Fitting model to feature number 751, ASV1022
#> 2026-06-19 09:38:45.04 INFO::Fitting model to feature number 752, ASV1023
#> 2026-06-19 09:38:45.06 INFO::Fitting model to feature number 753, ASV1024
#> 2026-06-19 09:38:45.06 INFO::Fitting model to feature number 754, ASV1025
#> 2026-06-19 09:38:45.06 INFO::Fitting model to feature number 755, ASV1026
#> 2026-06-19 09:38:45.07 INFO::Fitting model to feature number 756, ASV1027
#> 2026-06-19 09:38:45.07 INFO::Fitting model to feature number 757, ASV1028
#> 2026-06-19 09:38:45.07 INFO::Fitting model to feature number 758, ASV1029
#> 2026-06-19 09:38:45.08 INFO::Fitting model to feature number 759, ASV1030
#> 2026-06-19 09:38:45.08 INFO::Fitting model to feature number 760, ASV1031
#> 2026-06-19 09:38:45.09 INFO::Fitting model to feature number 761, ASV1032
#> 2026-06-19 09:38:45.09 INFO::Fitting model to feature number 762, ASV1035
#> 2026-06-19 09:38:45.09 INFO::Fitting model to feature number 763, ASV1036
#> 2026-06-19 09:38:45.10 INFO::Fitting model to feature number 764, ASV1037
#> 2026-06-19 09:38:45.10 INFO::Fitting model to feature number 765, ASV1038
#> 2026-06-19 09:38:45.10 INFO::Fitting model to feature number 766, ASV1039
#> 2026-06-19 09:38:45.11 INFO::Fitting model to feature number 767, ASV1040
#> 2026-06-19 09:38:45.11 INFO::Fitting model to feature number 768, ASV1041
#> 2026-06-19 09:38:45.11 INFO::Fitting model to feature number 769, ASV1042
#> 2026-06-19 09:38:45.12 INFO::Fitting model to feature number 770, ASV1044
#> 2026-06-19 09:38:45.12 INFO::Fitting model to feature number 771, ASV1046
#> 2026-06-19 09:38:45.12 INFO::Fitting model to feature number 772, ASV1047
#> 2026-06-19 09:38:45.13 INFO::Fitting model to feature number 773, ASV1048
#> 2026-06-19 09:38:45.13 INFO::Fitting model to feature number 774, ASV1049
#> 2026-06-19 09:38:45.14 INFO::Fitting model to feature number 775, ASV1052
#> 2026-06-19 09:38:45.14 INFO::Fitting model to feature number 776, ASV1053
#> 2026-06-19 09:38:45.14 INFO::Fitting model to feature number 777, ASV1057
#> 2026-06-19 09:38:45.15 INFO::Fitting model to feature number 778, ASV1058
#> 2026-06-19 09:38:45.15 INFO::Fitting model to feature number 779, ASV1059
#> 2026-06-19 09:38:45.16 INFO::Fitting model to feature number 780, ASV1063
#> 2026-06-19 09:38:45.16 INFO::Fitting model to feature number 781, ASV1065
#> 2026-06-19 09:38:45.16 INFO::Fitting model to feature number 782, ASV1066
#> 2026-06-19 09:38:45.17 INFO::Fitting model to feature number 783, ASV1067
#> 2026-06-19 09:38:45.17 INFO::Fitting model to feature number 784, ASV1068
#> 2026-06-19 09:38:45.17 INFO::Fitting model to feature number 785, ASV1069
#> 2026-06-19 09:38:45.18 INFO::Fitting model to feature number 786, ASV1070
#> 2026-06-19 09:38:45.18 INFO::Fitting model to feature number 787, ASV1071
#> 2026-06-19 09:38:45.18 INFO::Fitting model to feature number 788, ASV1072
#> 2026-06-19 09:38:45.18 INFO::Fitting model to feature number 789, ASV1073
#> 2026-06-19 09:38:45.19 INFO::Fitting model to feature number 790, ASV1074
#> 2026-06-19 09:38:45.19 INFO::Fitting model to feature number 791, ASV1076
#> 2026-06-19 09:38:45.20 INFO::Fitting model to feature number 792, ASV1078
#> 2026-06-19 09:38:45.20 INFO::Fitting model to feature number 793, ASV1079
#> 2026-06-19 09:38:45.21 INFO::Fitting model to feature number 794, ASV1082
#> 2026-06-19 09:38:45.21 INFO::Fitting model to feature number 795, ASV1084
#> 2026-06-19 09:38:45.22 INFO::Fitting model to feature number 796, ASV1085
#> 2026-06-19 09:38:45.22 INFO::Fitting model to feature number 797, ASV1086
#> 2026-06-19 09:38:45.22 INFO::Fitting model to feature number 798, ASV1087
#> 2026-06-19 09:38:45.23 INFO::Fitting model to feature number 799, ASV1090
#> 2026-06-19 09:38:45.23 INFO::Fitting model to feature number 800, ASV1091
#> 2026-06-19 09:38:45.23 WARNING::Fitting problem for feature 800 returning NA
#> 2026-06-19 09:38:45.24 INFO::Fitting model to feature number 801, ASV1093
#> 2026-06-19 09:38:45.24 INFO::Fitting model to feature number 802, ASV1095
#> 2026-06-19 09:38:45.25 INFO::Fitting model to feature number 803, ASV1096
#> 2026-06-19 09:38:45.25 INFO::Fitting model to feature number 804, ASV1097
#> 2026-06-19 09:38:45.25 INFO::Fitting model to feature number 805, ASV1099
#> 2026-06-19 09:38:45.26 INFO::Fitting model to feature number 806, ASV1100
#> 2026-06-19 09:38:45.26 INFO::Fitting model to feature number 807, ASV1101
#> 2026-06-19 09:38:45.27 INFO::Fitting model to feature number 808, ASV1103
#> 2026-06-19 09:38:45.27 INFO::Fitting model to feature number 809, ASV1105
#> 2026-06-19 09:38:45.27 INFO::Fitting model to feature number 810, ASV1107
#> 2026-06-19 09:38:45.27 INFO::Fitting model to feature number 811, ASV1108
#> 2026-06-19 09:38:45.28 INFO::Fitting model to feature number 812, ASV1109
#> 2026-06-19 09:38:45.28 INFO::Fitting model to feature number 813, ASV1110
#> 2026-06-19 09:38:45.29 INFO::Fitting model to feature number 814, ASV1111
#> 2026-06-19 09:38:45.29 INFO::Fitting model to feature number 815, ASV1112
#> 2026-06-19 09:38:45.30 INFO::Fitting model to feature number 816, ASV1114
#> 2026-06-19 09:38:45.30 INFO::Fitting model to feature number 817, ASV1115
#> 2026-06-19 09:38:45.30 INFO::Fitting model to feature number 818, ASV1116
#> 2026-06-19 09:38:45.30 INFO::Fitting model to feature number 819, ASV1120
#> 2026-06-19 09:38:45.31 INFO::Fitting model to feature number 820, ASV1121
#> 2026-06-19 09:38:45.31 INFO::Fitting model to feature number 821, ASV1122
#> 2026-06-19 09:38:45.32 INFO::Fitting model to feature number 822, ASV1125
#> 2026-06-19 09:38:45.32 INFO::Fitting model to feature number 823, ASV1126
#> 2026-06-19 09:38:45.33 INFO::Fitting model to feature number 824, ASV1127
#> 2026-06-19 09:38:45.33 INFO::Fitting model to feature number 825, ASV1128
#> 2026-06-19 09:38:45.33 INFO::Fitting model to feature number 826, ASV1129
#> 2026-06-19 09:38:45.34 INFO::Fitting model to feature number 827, ASV1131
#> 2026-06-19 09:38:45.34 INFO::Fitting model to feature number 828, ASV1132
#> 2026-06-19 09:38:45.34 WARNING::Fitting problem for feature 828 returning NA
#> 2026-06-19 09:38:45.34 INFO::Fitting model to feature number 829, ASV1133
#> 2026-06-19 09:38:45.35 INFO::Fitting model to feature number 830, ASV1134
#> 2026-06-19 09:38:45.35 WARNING::Fitting problem for feature 830 returning NA
#> 2026-06-19 09:38:45.35 INFO::Fitting model to feature number 831, ASV1135
#> 2026-06-19 09:38:45.35 INFO::Fitting model to feature number 832, ASV1137
#> 2026-06-19 09:38:45.36 INFO::Fitting model to feature number 833, ASV1138
#> 2026-06-19 09:38:45.36 INFO::Fitting model to feature number 834, ASV1139
#> 2026-06-19 09:38:45.36 INFO::Fitting model to feature number 835, ASV1141
#> 2026-06-19 09:38:45.37 INFO::Fitting model to feature number 836, ASV1143
#> 2026-06-19 09:38:45.37 INFO::Fitting model to feature number 837, ASV1144
#> 2026-06-19 09:38:45.37 INFO::Fitting model to feature number 838, ASV1146
#> 2026-06-19 09:38:45.38 INFO::Fitting model to feature number 839, ASV1147
#> 2026-06-19 09:38:45.38 INFO::Fitting model to feature number 840, ASV1148
#> 2026-06-19 09:38:45.38 INFO::Fitting model to feature number 841, ASV1150
#> 2026-06-19 09:38:45.39 INFO::Fitting model to feature number 842, ASV1151
#> 2026-06-19 09:38:45.39 INFO::Fitting model to feature number 843, ASV1152
#> 2026-06-19 09:38:45.39 INFO::Fitting model to feature number 844, ASV1154
#> 2026-06-19 09:38:45.40 INFO::Fitting model to feature number 845, ASV1155
#> 2026-06-19 09:38:45.40 INFO::Fitting model to feature number 846, ASV1156
#> 2026-06-19 09:38:45.41 INFO::Fitting model to feature number 847, ASV1158
#> 2026-06-19 09:38:45.41 INFO::Fitting model to feature number 848, ASV1159
#> 2026-06-19 09:38:45.41 WARNING::Fitting problem for feature 848 returning NA
#> 2026-06-19 09:38:45.41 INFO::Fitting model to feature number 849, ASV1160
#> 2026-06-19 09:38:45.42 INFO::Fitting model to feature number 850, ASV1161
#> 2026-06-19 09:38:45.42 INFO::Fitting model to feature number 851, ASV1162
#> 2026-06-19 09:38:45.42 INFO::Fitting model to feature number 852, ASV1163
#> 2026-06-19 09:38:45.43 INFO::Fitting model to feature number 853, ASV1164
#> 2026-06-19 09:38:45.43 INFO::Fitting model to feature number 854, ASV1165
#> 2026-06-19 09:38:45.44 WARNING::Fitting problem for feature 854 returning NA
#> 2026-06-19 09:38:45.44 INFO::Fitting model to feature number 855, ASV1167
#> 2026-06-19 09:38:45.44 INFO::Fitting model to feature number 856, ASV1168
#> 2026-06-19 09:38:45.44 INFO::Fitting model to feature number 857, ASV1169
#> 2026-06-19 09:38:45.45 WARNING::Fitting problem for feature 857 returning NA
#> 2026-06-19 09:38:45.45 INFO::Fitting model to feature number 858, ASV1171
#> 2026-06-19 09:38:45.45 INFO::Fitting model to feature number 859, ASV1172
#> 2026-06-19 09:38:45.46 INFO::Fitting model to feature number 860, ASV1173
#> 2026-06-19 09:38:45.46 INFO::Fitting model to feature number 861, ASV1175
#> 2026-06-19 09:38:45.46 INFO::Fitting model to feature number 862, ASV1176
#> 2026-06-19 09:38:45.47 INFO::Fitting model to feature number 863, ASV1177
#> 2026-06-19 09:38:45.47 INFO::Fitting model to feature number 864, ASV1179
#> 2026-06-19 09:38:45.48 WARNING::Fitting problem for feature 864 returning NA
#> 2026-06-19 09:38:45.48 INFO::Fitting model to feature number 865, ASV1180
#> 2026-06-19 09:38:45.48 INFO::Fitting model to feature number 866, ASV1182
#> 2026-06-19 09:38:45.48 INFO::Fitting model to feature number 867, ASV1184
#> 2026-06-19 09:38:45.49 INFO::Fitting model to feature number 868, ASV1185
#> 2026-06-19 09:38:45.49 INFO::Fitting model to feature number 869, ASV1186
#> 2026-06-19 09:38:45.49 INFO::Fitting model to feature number 870, ASV1187
#> 2026-06-19 09:38:45.50 INFO::Fitting model to feature number 871, ASV1189
#> 2026-06-19 09:38:45.50 INFO::Fitting model to feature number 872, ASV1190
#> 2026-06-19 09:38:45.51 INFO::Fitting model to feature number 873, ASV1192
#> 2026-06-19 09:38:45.51 INFO::Fitting model to feature number 874, ASV1193
#> 2026-06-19 09:38:45.51 INFO::Fitting model to feature number 875, ASV1194
#> 2026-06-19 09:38:45.52 INFO::Fitting model to feature number 876, ASV1195
#> 2026-06-19 09:38:45.52 INFO::Fitting model to feature number 877, ASV1198
#> 2026-06-19 09:38:45.53 INFO::Fitting model to feature number 878, ASV1199
#> 2026-06-19 09:38:45.53 INFO::Fitting model to feature number 879, ASV1200
#> 2026-06-19 09:38:45.53 INFO::Fitting model to feature number 880, ASV1203
#> 2026-06-19 09:38:45.53 INFO::Fitting model to feature number 881, ASV1204
#> 2026-06-19 09:38:45.54 INFO::Fitting model to feature number 882, ASV1205
#> 2026-06-19 09:38:45.54 INFO::Fitting model to feature number 883, ASV1206
#> 2026-06-19 09:38:45.55 INFO::Fitting model to feature number 884, ASV1208
#> 2026-06-19 09:38:45.55 INFO::Fitting model to feature number 885, ASV1209
#> 2026-06-19 09:38:45.55 INFO::Fitting model to feature number 886, ASV1210
#> 2026-06-19 09:38:45.56 INFO::Fitting model to feature number 887, ASV1211
#> 2026-06-19 09:38:45.56 INFO::Fitting model to feature number 888, ASV1212
#> 2026-06-19 09:38:45.56 INFO::Fitting model to feature number 889, ASV1213
#> 2026-06-19 09:38:45.57 INFO::Fitting model to feature number 890, ASV1214
#> 2026-06-19 09:38:45.57 INFO::Fitting model to feature number 891, ASV1216
#> 2026-06-19 09:38:45.57 INFO::Fitting model to feature number 892, ASV1217
#> 2026-06-19 09:38:45.58 INFO::Fitting model to feature number 893, ASV1218
#> 2026-06-19 09:38:45.58 INFO::Fitting model to feature number 894, ASV1219
#> 2026-06-19 09:38:45.58 INFO::Fitting model to feature number 895, ASV1221
#> 2026-06-19 09:38:45.59 WARNING::Fitting problem for feature 895 returning NA
#> 2026-06-19 09:38:45.59 INFO::Fitting model to feature number 896, ASV1223
#> 2026-06-19 09:38:45.59 INFO::Fitting model to feature number 897, ASV1224
#> 2026-06-19 09:38:45.60 INFO::Fitting model to feature number 898, ASV1225
#> 2026-06-19 09:38:45.60 INFO::Fitting model to feature number 899, ASV1227
#> 2026-06-19 09:38:45.60 INFO::Fitting model to feature number 900, ASV1228
#> 2026-06-19 09:38:45.60 INFO::Fitting model to feature number 901, ASV1229
#> 2026-06-19 09:38:45.61 WARNING::Fitting problem for feature 901 returning NA
#> 2026-06-19 09:38:45.61 INFO::Fitting model to feature number 902, ASV1230
#> 2026-06-19 09:38:45.61 INFO::Fitting model to feature number 903, ASV1231
#> 2026-06-19 09:38:45.62 INFO::Fitting model to feature number 904, ASV1232
#> 2026-06-19 09:38:45.62 INFO::Fitting model to feature number 905, ASV1233
#> 2026-06-19 09:38:45.63 INFO::Fitting model to feature number 906, ASV1234
#> 2026-06-19 09:38:45.63 WARNING::Fitting problem for feature 906 returning NA
#> 2026-06-19 09:38:45.63 INFO::Fitting model to feature number 907, ASV1236
#> 2026-06-19 09:38:45.64 INFO::Fitting model to feature number 908, ASV1238
#> 2026-06-19 09:38:45.64 INFO::Fitting model to feature number 909, ASV1239
#> 2026-06-19 09:38:45.64 INFO::Fitting model to feature number 910, ASV1241
#> 2026-06-19 09:38:45.65 INFO::Fitting model to feature number 911, ASV1242
#> 2026-06-19 09:38:45.65 INFO::Fitting model to feature number 912, ASV1243
#> 2026-06-19 09:38:45.65 INFO::Fitting model to feature number 913, ASV1245
#> 2026-06-19 09:38:45.66 INFO::Fitting model to feature number 914, ASV1246
#> 2026-06-19 09:38:45.66 INFO::Fitting model to feature number 915, ASV1247
#> 2026-06-19 09:38:45.66 INFO::Fitting model to feature number 916, ASV1251
#> 2026-06-19 09:38:45.67 INFO::Fitting model to feature number 917, ASV1252
#> 2026-06-19 09:38:45.67 INFO::Fitting model to feature number 918, ASV1253
#> 2026-06-19 09:38:45.67 INFO::Fitting model to feature number 919, ASV1254
#> 2026-06-19 09:38:45.68 INFO::Fitting model to feature number 920, ASV1257
#> 2026-06-19 09:38:45.68 INFO::Fitting model to feature number 921, ASV1258
#> 2026-06-19 09:38:45.69 INFO::Fitting model to feature number 922, ASV1259
#> 2026-06-19 09:38:45.69 INFO::Fitting model to feature number 923, ASV1260
#> 2026-06-19 09:38:45.69 INFO::Fitting model to feature number 924, ASV1261
#> 2026-06-19 09:38:45.70 INFO::Fitting model to feature number 925, ASV1262
#> 2026-06-19 09:38:45.70 INFO::Fitting model to feature number 926, ASV1263
#> 2026-06-19 09:38:45.70 INFO::Fitting model to feature number 927, ASV1264
#> 2026-06-19 09:38:45.71 INFO::Fitting model to feature number 928, ASV1265
#> 2026-06-19 09:38:45.71 INFO::Fitting model to feature number 929, ASV1267
#> 2026-06-19 09:38:45.71 INFO::Fitting model to feature number 930, ASV1268
#> 2026-06-19 09:38:45.71 INFO::Fitting model to feature number 931, ASV1269
#> 2026-06-19 09:38:45.72 INFO::Fitting model to feature number 932, ASV1270
#> 2026-06-19 09:38:45.72 INFO::Fitting model to feature number 933, ASV1271
#> 2026-06-19 09:38:45.72 INFO::Fitting model to feature number 934, ASV1272
#> 2026-06-19 09:38:45.72 INFO::Fitting model to feature number 935, ASV1273
#> 2026-06-19 09:38:45.73 INFO::Fitting model to feature number 936, ASV1274
#> 2026-06-19 09:38:45.73 INFO::Fitting model to feature number 937, ASV1275
#> 2026-06-19 09:38:45.73 INFO::Fitting model to feature number 938, ASV1276
#> 2026-06-19 09:38:45.74 INFO::Fitting model to feature number 939, ASV1278
#> 2026-06-19 09:38:45.74 INFO::Fitting model to feature number 940, ASV1279
#> 2026-06-19 09:38:45.75 INFO::Fitting model to feature number 941, ASV1282
#> 2026-06-19 09:38:45.75 INFO::Fitting model to feature number 942, ASV1283
#> 2026-06-19 09:38:45.75 INFO::Fitting model to feature number 943, ASV1284
#> 2026-06-19 09:38:45.76 INFO::Fitting model to feature number 944, ASV1285
#> 2026-06-19 09:38:45.76 INFO::Fitting model to feature number 945, ASV1286
#> 2026-06-19 09:38:45.76 INFO::Fitting model to feature number 946, ASV1287
#> 2026-06-19 09:38:45.76 INFO::Fitting model to feature number 947, ASV1288
#> 2026-06-19 09:38:45.77 INFO::Fitting model to feature number 948, ASV1289
#> 2026-06-19 09:38:45.77 INFO::Fitting model to feature number 949, ASV1290
#> 2026-06-19 09:38:45.78 INFO::Fitting model to feature number 950, ASV1293
#> 2026-06-19 09:38:45.78 INFO::Fitting model to feature number 951, ASV1294
#> 2026-06-19 09:38:45.78 INFO::Fitting model to feature number 952, ASV1296
#> 2026-06-19 09:38:45.79 INFO::Fitting model to feature number 953, ASV1297
#> 2026-06-19 09:38:45.79 INFO::Fitting model to feature number 954, ASV1300
#> 2026-06-19 09:38:45.80 INFO::Fitting model to feature number 955, ASV1301
#> 2026-06-19 09:38:45.80 INFO::Fitting model to feature number 956, ASV1302
#> 2026-06-19 09:38:45.80 INFO::Fitting model to feature number 957, ASV1303
#> 2026-06-19 09:38:45.81 INFO::Fitting model to feature number 958, ASV1304
#> 2026-06-19 09:38:45.81 INFO::Fitting model to feature number 959, ASV1305
#> 2026-06-19 09:38:45.81 INFO::Fitting model to feature number 960, ASV1307
#> 2026-06-19 09:38:45.82 INFO::Fitting model to feature number 961, ASV1310
#> 2026-06-19 09:38:45.82 INFO::Fitting model to feature number 962, ASV1311
#> 2026-06-19 09:38:45.82 INFO::Fitting model to feature number 963, ASV1312
#> 2026-06-19 09:38:45.83 INFO::Fitting model to feature number 964, ASV1313
#> 2026-06-19 09:38:45.83 INFO::Fitting model to feature number 965, ASV1314
#> 2026-06-19 09:38:45.84 INFO::Fitting model to feature number 966, ASV1315
#> 2026-06-19 09:38:45.84 INFO::Fitting model to feature number 967, ASV1316
#> 2026-06-19 09:38:45.84 INFO::Fitting model to feature number 968, ASV1317
#> 2026-06-19 09:38:45.85 INFO::Fitting model to feature number 969, ASV1319
#> 2026-06-19 09:38:45.85 INFO::Fitting model to feature number 970, ASV1320
#> 2026-06-19 09:38:45.85 INFO::Fitting model to feature number 971, ASV1321
#> 2026-06-19 09:38:45.86 INFO::Fitting model to feature number 972, ASV1323
#> 2026-06-19 09:38:45.86 INFO::Fitting model to feature number 973, ASV1326
#> 2026-06-19 09:38:45.87 INFO::Fitting model to feature number 974, ASV1327
#> 2026-06-19 09:38:45.87 INFO::Fitting model to feature number 975, ASV1328
#> 2026-06-19 09:38:45.88 INFO::Fitting model to feature number 976, ASV1330
#> 2026-06-19 09:38:45.88 INFO::Fitting model to feature number 977, ASV1332
#> 2026-06-19 09:38:45.88 INFO::Fitting model to feature number 978, ASV1334
#> 2026-06-19 09:38:45.89 INFO::Fitting model to feature number 979, ASV1335
#> 2026-06-19 09:38:45.89 INFO::Fitting model to feature number 980, ASV1336
#> 2026-06-19 09:38:45.89 INFO::Fitting model to feature number 981, ASV1337
#> 2026-06-19 09:38:45.90 INFO::Fitting model to feature number 982, ASV1338
#> 2026-06-19 09:38:45.90 INFO::Fitting model to feature number 983, ASV1340
#> 2026-06-19 09:38:45.90 INFO::Fitting model to feature number 984, ASV1341
#> 2026-06-19 09:38:45.91 INFO::Fitting model to feature number 985, ASV1342
#> 2026-06-19 09:38:45.91 INFO::Fitting model to feature number 986, ASV1345
#> 2026-06-19 09:38:45.92 INFO::Fitting model to feature number 987, ASV1350
#> 2026-06-19 09:38:45.92 INFO::Fitting model to feature number 988, ASV1351
#> 2026-06-19 09:38:45.92 INFO::Fitting model to feature number 989, ASV1352
#> 2026-06-19 09:38:45.93 INFO::Fitting model to feature number 990, ASV1353
#> 2026-06-19 09:38:45.93 INFO::Fitting model to feature number 991, ASV1355
#> 2026-06-19 09:38:45.94 INFO::Fitting model to feature number 992, ASV1356
#> 2026-06-19 09:38:45.94 INFO::Fitting model to feature number 993, ASV1359
#> 2026-06-19 09:38:45.94 INFO::Fitting model to feature number 994, ASV1360
#> 2026-06-19 09:38:45.95 INFO::Fitting model to feature number 995, ASV1361
#> 2026-06-19 09:38:45.95 INFO::Fitting model to feature number 996, ASV1362
#> 2026-06-19 09:38:45.96 INFO::Fitting model to feature number 997, ASV1363
#> 2026-06-19 09:38:45.96 INFO::Fitting model to feature number 998, ASV1365
#> 2026-06-19 09:38:45.97 INFO::Fitting model to feature number 999, ASV1366
#> 2026-06-19 09:38:45.97 INFO::Fitting model to feature number 1000, ASV1367
#> 2026-06-19 09:38:45.97 INFO::Fitting model to feature number 1001, ASV1368
#> 2026-06-19 09:38:45.98 INFO::Fitting model to feature number 1002, ASV1369
#> 2026-06-19 09:38:45.98 INFO::Fitting model to feature number 1003, ASV1370
#> 2026-06-19 09:38:45.98 INFO::Fitting model to feature number 1004, ASV1371
#> 2026-06-19 09:38:45.99 WARNING::Fitting problem for feature 1004 returning NA
#> 2026-06-19 09:38:45.99 INFO::Fitting model to feature number 1005, ASV1372
#> 2026-06-19 09:38:45.99 INFO::Fitting model to feature number 1006, ASV1373
#> 2026-06-19 09:38:45.99 INFO::Fitting model to feature number 1007, ASV1374
#> 2026-06-19 09:38:45.99 INFO::Fitting model to feature number 1008, ASV1375
#> 2026-06-19 09:38:46.00 INFO::Fitting model to feature number 1009, ASV1376
#> 2026-06-19 09:38:46.00 INFO::Fitting model to feature number 1010, ASV1378
#> 2026-06-19 09:38:46.01 INFO::Fitting model to feature number 1011, ASV1379
#> 2026-06-19 09:38:46.01 INFO::Fitting model to feature number 1012, ASV1380
#> 2026-06-19 09:38:46.01 INFO::Fitting model to feature number 1013, ASV1381
#> 2026-06-19 09:38:46.01 INFO::Fitting model to feature number 1014, ASV1384
#> 2026-06-19 09:38:46.02 INFO::Fitting model to feature number 1015, ASV1386
#> 2026-06-19 09:38:46.04 INFO::Fitting model to feature number 1016, ASV1387
#> 2026-06-19 09:38:46.04 INFO::Fitting model to feature number 1017, ASV1388
#> 2026-06-19 09:38:46.05 WARNING::Fitting problem for feature 1017 returning NA
#> 2026-06-19 09:38:46.05 INFO::Fitting model to feature number 1018, ASV1389
#> 2026-06-19 09:38:46.05 INFO::Fitting model to feature number 1019, ASV1390
#> 2026-06-19 09:38:46.05 INFO::Fitting model to feature number 1020, ASV1392
#> 2026-06-19 09:38:46.06 INFO::Fitting model to feature number 1021, ASV1393
#> 2026-06-19 09:38:46.06 INFO::Fitting model to feature number 1022, ASV1396
#> 2026-06-19 09:38:46.06 INFO::Fitting model to feature number 1023, ASV1397
#> 2026-06-19 09:38:46.07 INFO::Fitting model to feature number 1024, ASV1398
#> 2026-06-19 09:38:46.07 INFO::Fitting model to feature number 1025, ASV1399
#> 2026-06-19 09:38:46.07 WARNING::Fitting problem for feature 1025 returning NA
#> 2026-06-19 09:38:46.07 INFO::Fitting model to feature number 1026, ASV1400
#> 2026-06-19 09:38:46.08 INFO::Fitting model to feature number 1027, ASV1401
#> 2026-06-19 09:38:46.08 INFO::Fitting model to feature number 1028, ASV1403
#> 2026-06-19 09:38:46.08 INFO::Fitting model to feature number 1029, ASV1404
#> 2026-06-19 09:38:46.09 INFO::Fitting model to feature number 1030, ASV1406
#> 2026-06-19 09:38:46.09 INFO::Fitting model to feature number 1031, ASV1408
#> 2026-06-19 09:38:46.09 INFO::Fitting model to feature number 1032, ASV1409
#> 2026-06-19 09:38:46.09 INFO::Fitting model to feature number 1033, ASV1410
#> 2026-06-19 09:38:46.10 INFO::Fitting model to feature number 1034, ASV1412
#> 2026-06-19 09:38:46.10 INFO::Fitting model to feature number 1035, ASV1413
#> 2026-06-19 09:38:46.10 INFO::Fitting model to feature number 1036, ASV1414
#> 2026-06-19 09:38:46.11 INFO::Fitting model to feature number 1037, ASV1415
#> 2026-06-19 09:38:46.11 WARNING::Fitting problem for feature 1037 returning NA
#> 2026-06-19 09:38:46.11 INFO::Fitting model to feature number 1038, ASV1418
#> 2026-06-19 09:38:46.11 INFO::Fitting model to feature number 1039, ASV1419
#> 2026-06-19 09:38:46.12 INFO::Fitting model to feature number 1040, ASV1420
#> 2026-06-19 09:38:46.12 INFO::Fitting model to feature number 1041, ASV1421
#> 2026-06-19 09:38:46.13 INFO::Fitting model to feature number 1042, ASV1422
#> 2026-06-19 09:38:46.13 INFO::Fitting model to feature number 1043, ASV1423
#> 2026-06-19 09:38:46.13 WARNING::Fitting problem for feature 1043 returning NA
#> 2026-06-19 09:38:46.13 INFO::Fitting model to feature number 1044, ASV1424
#> 2026-06-19 09:38:46.13 INFO::Fitting model to feature number 1045, ASV1425
#> 2026-06-19 09:38:46.14 INFO::Fitting model to feature number 1046, ASV1427
#> 2026-06-19 09:38:46.14 INFO::Fitting model to feature number 1047, ASV1428
#> 2026-06-19 09:38:46.15 INFO::Fitting model to feature number 1048, ASV1430
#> 2026-06-19 09:38:46.15 INFO::Fitting model to feature number 1049, ASV1433
#> 2026-06-19 09:38:46.15 INFO::Fitting model to feature number 1050, ASV1434
#> 2026-06-19 09:38:46.16 INFO::Fitting model to feature number 1051, ASV1435
#> 2026-06-19 09:38:46.16 INFO::Fitting model to feature number 1052, ASV1436
#> 2026-06-19 09:38:46.16 WARNING::Fitting problem for feature 1052 returning NA
#> 2026-06-19 09:38:46.16 INFO::Fitting model to feature number 1053, ASV1437
#> 2026-06-19 09:38:46.17 INFO::Fitting model to feature number 1054, ASV1438
#> 2026-06-19 09:38:46.17 INFO::Fitting model to feature number 1055, ASV1442
#> 2026-06-19 09:38:46.17 INFO::Fitting model to feature number 1056, ASV1443
#> 2026-06-19 09:38:46.17 INFO::Fitting model to feature number 1057, ASV1449
#> 2026-06-19 09:38:46.18 INFO::Fitting model to feature number 1058, ASV1450
#> 2026-06-19 09:38:46.18 INFO::Fitting model to feature number 1059, ASV1452
#> 2026-06-19 09:38:46.18 INFO::Fitting model to feature number 1060, ASV1454
#> 2026-06-19 09:38:46.19 INFO::Fitting model to feature number 1061, ASV1455
#> 2026-06-19 09:38:46.19 INFO::Fitting model to feature number 1062, ASV1458
#> 2026-06-19 09:38:46.19 INFO::Fitting model to feature number 1063, ASV1459
#> 2026-06-19 09:38:46.19 INFO::Fitting model to feature number 1064, ASV1460
#> 2026-06-19 09:38:46.20 INFO::Fitting model to feature number 1065, ASV1461
#> 2026-06-19 09:38:46.20 INFO::Fitting model to feature number 1066, ASV1462
#> 2026-06-19 09:38:46.21 INFO::Fitting model to feature number 1067, ASV1463
#> 2026-06-19 09:38:46.21 INFO::Fitting model to feature number 1068, ASV1466
#> 2026-06-19 09:38:46.21 INFO::Fitting model to feature number 1069, ASV1467
#> 2026-06-19 09:38:46.22 INFO::Fitting model to feature number 1070, ASV1468
#> 2026-06-19 09:38:46.22 INFO::Fitting model to feature number 1071, ASV1469
#> 2026-06-19 09:38:46.23 WARNING::Fitting problem for feature 1071 returning NA
#> 2026-06-19 09:38:46.23 INFO::Fitting model to feature number 1072, ASV1472
#> 2026-06-19 09:38:46.23 INFO::Fitting model to feature number 1073, ASV1477
#> 2026-06-19 09:38:46.24 INFO::Fitting model to feature number 1074, ASV1478
#> 2026-06-19 09:38:46.24 INFO::Fitting model to feature number 1075, ASV1479
#> 2026-06-19 09:38:46.24 INFO::Fitting model to feature number 1076, ASV1483
#> 2026-06-19 09:38:46.25 INFO::Fitting model to feature number 1077, ASV1484
#> 2026-06-19 09:38:46.25 INFO::Fitting model to feature number 1078, ASV1486
#> 2026-06-19 09:38:46.25 INFO::Fitting model to feature number 1079, ASV1487
#> 2026-06-19 09:38:46.26 INFO::Fitting model to feature number 1080, ASV1488
#> 2026-06-19 09:38:46.26 INFO::Fitting model to feature number 1081, ASV1490
#> 2026-06-19 09:38:46.26 INFO::Fitting model to feature number 1082, ASV1492
#> 2026-06-19 09:38:46.27 INFO::Fitting model to feature number 1083, ASV1493
#> 2026-06-19 09:38:46.27 INFO::Fitting model to feature number 1084, ASV1494
#> 2026-06-19 09:38:46.28 INFO::Fitting model to feature number 1085, ASV1495
#> 2026-06-19 09:38:46.28 INFO::Fitting model to feature number 1086, ASV1496
#> 2026-06-19 09:38:46.28 INFO::Fitting model to feature number 1087, ASV1497
#> 2026-06-19 09:38:46.29 INFO::Fitting model to feature number 1088, ASV1498
#> 2026-06-19 09:38:46.29 INFO::Fitting model to feature number 1089, ASV1500
#> 2026-06-19 09:38:46.30 INFO::Fitting model to feature number 1090, ASV1501
#> 2026-06-19 09:38:46.30 INFO::Fitting model to feature number 1091, ASV1502
#> 2026-06-19 09:38:46.30 INFO::Fitting model to feature number 1092, ASV1503
#> 2026-06-19 09:38:46.31 INFO::Fitting model to feature number 1093, ASV1504
#> 2026-06-19 09:38:46.31 WARNING::Fitting problem for feature 1093 returning NA
#> 2026-06-19 09:38:46.31 INFO::Fitting model to feature number 1094, ASV1507
#> 2026-06-19 09:38:46.31 INFO::Fitting model to feature number 1095, ASV1509
#> 2026-06-19 09:38:46.32 INFO::Fitting model to feature number 1096, ASV1510
#> 2026-06-19 09:38:46.32 INFO::Fitting model to feature number 1097, ASV1513
#> 2026-06-19 09:38:46.32 INFO::Fitting model to feature number 1098, ASV1515
#> 2026-06-19 09:38:46.32 INFO::Fitting model to feature number 1099, ASV1516
#> 2026-06-19 09:38:46.33 INFO::Fitting model to feature number 1100, ASV1517
#> 2026-06-19 09:38:46.33 INFO::Fitting model to feature number 1101, ASV1518
#> 2026-06-19 09:38:46.34 INFO::Fitting model to feature number 1102, ASV1521
#> 2026-06-19 09:38:46.34 INFO::Fitting model to feature number 1103, ASV1523
#> 2026-06-19 09:38:46.34 INFO::Fitting model to feature number 1104, ASV1525
#> 2026-06-19 09:38:46.34 INFO::Fitting model to feature number 1105, ASV1526
#> 2026-06-19 09:38:46.35 INFO::Fitting model to feature number 1106, ASV1527
#> 2026-06-19 09:38:46.35 INFO::Fitting model to feature number 1107, ASV1528
#> 2026-06-19 09:38:46.35 INFO::Fitting model to feature number 1108, ASV1531
#> 2026-06-19 09:38:46.35 INFO::Fitting model to feature number 1109, ASV1532
#> 2026-06-19 09:38:46.36 INFO::Fitting model to feature number 1110, ASV1533
#> 2026-06-19 09:38:46.36 INFO::Fitting model to feature number 1111, ASV1534
#> 2026-06-19 09:38:46.36 WARNING::Fitting problem for feature 1111 returning NA
#> 2026-06-19 09:38:46.37 INFO::Fitting model to feature number 1112, ASV1536
#> 2026-06-19 09:38:46.37 INFO::Fitting model to feature number 1113, ASV1537
#> 2026-06-19 09:38:46.37 INFO::Fitting model to feature number 1114, ASV1542
#> 2026-06-19 09:38:46.37 INFO::Fitting model to feature number 1115, ASV1543
#> 2026-06-19 09:38:46.37 INFO::Fitting model to feature number 1116, ASV1544
#> 2026-06-19 09:38:46.38 INFO::Fitting model to feature number 1117, ASV1545
#> 2026-06-19 09:38:46.38 INFO::Fitting model to feature number 1118, ASV1548
#> 2026-06-19 09:38:46.38 INFO::Fitting model to feature number 1119, ASV1549
#> 2026-06-19 09:38:46.38 INFO::Fitting model to feature number 1120, ASV1550
#> 2026-06-19 09:38:46.39 INFO::Fitting model to feature number 1121, ASV1551
#> 2026-06-19 09:38:46.39 INFO::Fitting model to feature number 1122, ASV1552
#> 2026-06-19 09:38:46.39 INFO::Fitting model to feature number 1123, ASV1553
#> 2026-06-19 09:38:46.39 INFO::Fitting model to feature number 1124, ASV1554
#> 2026-06-19 09:38:46.40 INFO::Fitting model to feature number 1125, ASV1557
#> 2026-06-19 09:38:46.40 INFO::Fitting model to feature number 1126, ASV1558
#> 2026-06-19 09:38:46.41 INFO::Fitting model to feature number 1127, ASV1560
#> 2026-06-19 09:38:46.41 INFO::Fitting model to feature number 1128, ASV1562
#> 2026-06-19 09:38:46.41 INFO::Fitting model to feature number 1129, ASV1564
#> 2026-06-19 09:38:46.42 INFO::Fitting model to feature number 1130, ASV1565
#> 2026-06-19 09:38:46.42 INFO::Fitting model to feature number 1131, ASV1568
#> 2026-06-19 09:38:46.42 INFO::Fitting model to feature number 1132, ASV1569
#> 2026-06-19 09:38:46.42 INFO::Fitting model to feature number 1133, ASV1570
#> 2026-06-19 09:38:46.42 INFO::Fitting model to feature number 1134, ASV1571
#> 2026-06-19 09:38:46.43 INFO::Fitting model to feature number 1135, ASV1573
#> 2026-06-19 09:38:46.43 INFO::Fitting model to feature number 1136, ASV1574
#> 2026-06-19 09:38:46.43 INFO::Fitting model to feature number 1137, ASV1575
#> 2026-06-19 09:38:46.44 INFO::Fitting model to feature number 1138, ASV1576
#> 2026-06-19 09:38:46.44 INFO::Fitting model to feature number 1139, ASV1577
#> 2026-06-19 09:38:46.44 INFO::Fitting model to feature number 1140, ASV1578
#> 2026-06-19 09:38:46.44 INFO::Fitting model to feature number 1141, ASV1580
#> 2026-06-19 09:38:46.44 INFO::Fitting model to feature number 1142, ASV1581
#> 2026-06-19 09:38:46.45 INFO::Fitting model to feature number 1143, ASV1584
#> 2026-06-19 09:38:46.45 INFO::Fitting model to feature number 1144, ASV1585
#> 2026-06-19 09:38:46.45 INFO::Fitting model to feature number 1145, ASV1586
#> 2026-06-19 09:38:46.46 INFO::Fitting model to feature number 1146, ASV1588
#> 2026-06-19 09:38:46.46 INFO::Fitting model to feature number 1147, ASV1589
#> 2026-06-19 09:38:46.46 INFO::Fitting model to feature number 1148, ASV1592
#> 2026-06-19 09:38:46.46 INFO::Fitting model to feature number 1149, ASV1593
#> 2026-06-19 09:38:46.47 INFO::Fitting model to feature number 1150, ASV1594
#> 2026-06-19 09:38:46.47 INFO::Fitting model to feature number 1151, ASV1601
#> 2026-06-19 09:38:46.47 INFO::Fitting model to feature number 1152, ASV1602
#> 2026-06-19 09:38:46.48 INFO::Fitting model to feature number 1153, ASV1603
#> 2026-06-19 09:38:46.48 INFO::Fitting model to feature number 1154, ASV1604
#> 2026-06-19 09:38:46.48 WARNING::Fitting problem for feature 1154 returning NA
#> 2026-06-19 09:38:46.49 INFO::Fitting model to feature number 1155, ASV1605
#> 2026-06-19 09:38:46.49 INFO::Fitting model to feature number 1156, ASV1606
#> 2026-06-19 09:38:46.49 INFO::Fitting model to feature number 1157, ASV1607
#> 2026-06-19 09:38:46.50 INFO::Fitting model to feature number 1158, ASV1609
#> 2026-06-19 09:38:46.50 WARNING::Fitting problem for feature 1158 returning NA
#> 2026-06-19 09:38:46.50 INFO::Fitting model to feature number 1159, ASV1612
#> 2026-06-19 09:38:46.50 INFO::Fitting model to feature number 1160, ASV1613
#> 2026-06-19 09:38:46.51 INFO::Fitting model to feature number 1161, ASV1614
#> 2026-06-19 09:38:46.51 INFO::Fitting model to feature number 1162, ASV1615
#> 2026-06-19 09:38:46.51 INFO::Fitting model to feature number 1163, ASV1616
#> 2026-06-19 09:38:46.51 INFO::Fitting model to feature number 1164, ASV1620
#> 2026-06-19 09:38:46.52 INFO::Fitting model to feature number 1165, ASV1621
#> 2026-06-19 09:38:46.52 INFO::Fitting model to feature number 1166, ASV1622
#> 2026-06-19 09:38:46.52 WARNING::Fitting problem for feature 1166 returning NA
#> 2026-06-19 09:38:46.53 INFO::Fitting model to feature number 1167, ASV1624
#> 2026-06-19 09:38:46.53 INFO::Fitting model to feature number 1168, ASV1625
#> 2026-06-19 09:38:46.53 INFO::Fitting model to feature number 1169, ASV1628
#> 2026-06-19 09:38:46.53 INFO::Fitting model to feature number 1170, ASV1629
#> 2026-06-19 09:38:46.54 INFO::Fitting model to feature number 1171, ASV1630
#> 2026-06-19 09:38:46.54 INFO::Fitting model to feature number 1172, ASV1631
#> 2026-06-19 09:38:46.54 INFO::Fitting model to feature number 1173, ASV1632
#> 2026-06-19 09:38:46.55 INFO::Fitting model to feature number 1174, ASV1633
#> 2026-06-19 09:38:46.55 INFO::Fitting model to feature number 1175, ASV1634
#> 2026-06-19 09:38:46.55 INFO::Fitting model to feature number 1176, ASV1635
#> 2026-06-19 09:38:46.55 INFO::Fitting model to feature number 1177, ASV1636
#> 2026-06-19 09:38:46.56 INFO::Fitting model to feature number 1178, ASV1639
#> 2026-06-19 09:38:46.56 INFO::Fitting model to feature number 1179, ASV1641
#> 2026-06-19 09:38:46.56 WARNING::Fitting problem for feature 1179 returning NA
#> 2026-06-19 09:38:46.57 INFO::Fitting model to feature number 1180, ASV1644
#> 2026-06-19 09:38:46.57 INFO::Fitting model to feature number 1181, ASV1645
#> 2026-06-19 09:38:46.57 INFO::Fitting model to feature number 1182, ASV1649
#> 2026-06-19 09:38:46.57 INFO::Fitting model to feature number 1183, ASV1650
#> 2026-06-19 09:38:46.58 INFO::Fitting model to feature number 1184, ASV1651
#> 2026-06-19 09:38:46.58 WARNING::Fitting problem for feature 1184 returning NA
#> 2026-06-19 09:38:46.58 INFO::Fitting model to feature number 1185, ASV1653
#> 2026-06-19 09:38:46.58 INFO::Fitting model to feature number 1186, ASV1654
#> 2026-06-19 09:38:46.59 INFO::Fitting model to feature number 1187, ASV1656
#> 2026-06-19 09:38:46.59 INFO::Fitting model to feature number 1188, ASV1657
#> 2026-06-19 09:38:46.59 INFO::Fitting model to feature number 1189, ASV1658
#> 2026-06-19 09:38:46.60 INFO::Fitting model to feature number 1190, ASV1661
#> 2026-06-19 09:38:46.60 INFO::Fitting model to feature number 1191, ASV1663
#> 2026-06-19 09:38:46.60 WARNING::Fitting problem for feature 1191 returning NA
#> 2026-06-19 09:38:46.60 INFO::Fitting model to feature number 1192, ASV1664
#> 2026-06-19 09:38:46.61 INFO::Fitting model to feature number 1193, ASV1666
#> 2026-06-19 09:38:46.61 INFO::Fitting model to feature number 1194, ASV1667
#> 2026-06-19 09:38:46.61 INFO::Fitting model to feature number 1195, ASV1670
#> 2026-06-19 09:38:46.61 INFO::Fitting model to feature number 1196, ASV1671
#> 2026-06-19 09:38:46.62 INFO::Fitting model to feature number 1197, ASV1673
#> 2026-06-19 09:38:46.62 INFO::Fitting model to feature number 1198, ASV1674
#> 2026-06-19 09:38:46.62 INFO::Fitting model to feature number 1199, ASV1677
#> 2026-06-19 09:38:46.63 INFO::Fitting model to feature number 1200, ASV1681
#> 2026-06-19 09:38:46.63 INFO::Fitting model to feature number 1201, ASV1683
#> 2026-06-19 09:38:46.63 INFO::Fitting model to feature number 1202, ASV1684
#> 2026-06-19 09:38:46.64 INFO::Fitting model to feature number 1203, ASV1687
#> 2026-06-19 09:38:46.64 WARNING::Fitting problem for feature 1203 returning NA
#> 2026-06-19 09:38:46.64 INFO::Fitting model to feature number 1204, ASV1689
#> 2026-06-19 09:38:46.64 INFO::Fitting model to feature number 1205, ASV1690
#> 2026-06-19 09:38:46.65 INFO::Fitting model to feature number 1206, ASV1691
#> 2026-06-19 09:38:46.65 INFO::Fitting model to feature number 1207, ASV1694
#> 2026-06-19 09:38:46.66 INFO::Fitting model to feature number 1208, ASV1697
#> 2026-06-19 09:38:46.66 INFO::Fitting model to feature number 1209, ASV1704
#> 2026-06-19 09:38:46.66 INFO::Fitting model to feature number 1210, ASV1706
#> 2026-06-19 09:38:46.67 INFO::Fitting model to feature number 1211, ASV1707
#> 2026-06-19 09:38:46.67 WARNING::Fitting problem for feature 1211 returning NA
#> 2026-06-19 09:38:46.67 INFO::Fitting model to feature number 1212, ASV1712
#> 2026-06-19 09:38:46.67 WARNING::Fitting problem for feature 1212 returning NA
#> 2026-06-19 09:38:46.84 WARNING::Deleting existing residuals file: res_maaslin3/fits/residuals_linear.rds
#> 2026-06-19 09:38:46.84 INFO::Writing residuals to file res_maaslin3/fits/residuals_linear.rds
#> 2026-06-19 09:38:46.86 WARNING::Deleting existing fitted file: res_maaslin3/fits/fitted_linear.rds
#> 2026-06-19 09:38:46.86 INFO::Writing fitted values to file res_maaslin3/fits/fitted_linear.rds
#> 2026-06-19 09:38:46.87 WARNING::Deleting existing residuals file: res_maaslin3/fits/residuals_logistic.rds
#> 2026-06-19 09:38:46.87 INFO::Writing residuals to file res_maaslin3/fits/residuals_logistic.rds
#> 2026-06-19 09:38:47.00 WARNING::Deleting existing fitted file: res_maaslin3/fits/fitted_logistic.rds
#> 2026-06-19 09:38:47.00 INFO::Writing fitted values to file res_maaslin3/fits/fitted_logistic.rds
#> 2026-06-19 09:38:47.13 INFO::Writing all the results to file (ordered 
#>             by increasing individual q-values): res_maaslin3/all_results.tsv
#> 2026-06-19 09:38:47.16 INFO::Writing the significant results without errors (those which have joint q-values less than or equal to the threshold of 0.100000 ) to file (ordered by increasing individual q-values): res_maaslin3/significant_results.tsv
#> 2026-06-19 09:38:47.17 INFO::Writing summary plot of significant
#>                         results to file: res_maaslin3/figures/summary_plot.pdf
#> 2026-06-19 09:38:50.01 INFO::Writing association plots (one for each significant association) to output folder: res_maaslin3/figures
#> 2026-06-19 09:38:50.01 INFO::Plotting associations from most to least significant, grouped by metadata
#> 2026-06-19 09:38:50.02 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV13
#> 2026-06-19 09:38:50.35 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV187
#> 2026-06-19 09:38:50.70 INFO::Creating scatter plot for continuous 
#>                         data (linear), nb_seq vs ASV758
#> 2026-06-19 09:38:51.00 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV166
#> 2026-06-19 09:38:51.33 INFO::Creating scatter plot for continuous 
#>                         data (linear), nb_seq vs ASV1128
#> 2026-06-19 09:38:51.64 INFO::Creating scatter plot for continuous 
#>                         data (linear), nb_seq vs ASV481
#> 2026-06-19 09:38:51.95 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV509
#> 2026-06-19 09:38:52.30 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV378
#> 2026-06-19 09:38:52.64 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV340
#> 2026-06-19 09:38:52.98 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV56
#> 2026-06-19 09:38:53.31 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV71
#> 2026-06-19 09:38:53.64 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV217
#> 2026-06-19 09:38:53.99 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV2
#> 2026-06-19 09:38:54.32 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV445
#> 2026-06-19 09:38:54.65 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV438
#> 2026-06-19 09:38:54.99 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV263
#> 2026-06-19 09:38:55.32 INFO::Creating scatter plot for continuous 
#>                         data (linear), nb_seq vs ASV724
#> 2026-06-19 09:38:55.62 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV494
#> 2026-06-19 09:38:55.96 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV519
#> 2026-06-19 09:38:56.29 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV581
#> 2026-06-19 09:38:56.62 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV734
#> 2026-06-19 09:38:56.97 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV8
#> 2026-06-19 09:38:57.29 INFO::Creating scatter plot for continuous 
#>                         data (linear), nb_seq vs ASV1047
#> 2026-06-19 09:38:57.59 INFO::Creating scatter plot for continuous 
#>                         data (linear), nb_seq vs ASV1198
#> 2026-06-19 09:38:57.91 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV295
#> 2026-06-19 09:38:58.24 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV512
#> 2026-06-19 09:38:58.57 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV216
#> 2026-06-19 09:38:58.92 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV234
#> 2026-06-19 09:38:59.25 INFO::Creating boxplot for continuous data (logistic), nb_seq vs ASV727
#> 2026-06-19 09:38:59.58 INFO::Creating scatter plot for continuous 
#>                         data (linear), nb_seq vs ASV1427

gg_maaslin3_plot(res, type = "volcano")
#> Warning: Removed 1020 rows containing missing values or values outside the scale range
#> (`geom_point()`).



# Set to 0 the sequences numbers of 80% of taxa in "High" samples
 data_fungi_mini_with_less_otu_in_High =  multiply_counts_pq(data_fungi_mini,
      fact = "Height", prop=0.8,
      conditions = "High",
      multipliers = 0)
#> Modified 36 taxa in 28 matched samples

ggbetween_pq(data_fungi_mini_with_less_otu_in_High,
  "Height",
  one_plot=T)
#> Taxa are now in columns.
#> Warning: The mean number of sequences per samples vary across modalities of the variable 'Height' You should use rarefy_by_sample = TRUE or try hill_pq() with correction_for_sample_size = TRUE
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Sample coverage is 0, most estimators will return `NaN`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Sample coverage is 0, most estimators will return `NaN`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Sample coverage is 0, most estimators will return `NaN`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Sample coverage is 0, most estimators will return `NaN`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Sample coverage is 0, most estimators will return `NaN`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Sample coverage is 0, most estimators will return `NaN`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.
#> ! Function arguments cannot be checked because the package divent is not attached.
#> → Add `CheckArguments=FALSE` to suppress this warning or run `library('divent')`.