From eee3233f178c0cdcb36226a8d6fe35a359570ca2 Mon Sep 17 00:00:00 2001 From: Jeff Kimbrel Date: Mon, 7 Oct 2024 15:58:10 -0700 Subject: [PATCH] v0.17.3 increase test coverage --- DESCRIPTION | 2 +- NEWS.md | 2 + R/get_resample_data.R | 19 +- R/plot_feature_resamplings.R | 2 +- R/plot_sample_curves.R | 20 +- R/run_comparison_groups.R | 6 +- R/run_growth_calculations.R | 12 +- _pkgdown.yml | 1 - tests/testthat/_snaps/get_N_total_it.md | 25 + .../testthat/_snaps/run_comparison_groups.md | 3715 +++++++++++++++++ tests/testthat/test-get_N_total_it.R | 5 +- tests/testthat/test-get_resample_data.R | 22 + tests/testthat/test-plot_sample_curves.R | 12 + tests/testthat/test-run_comparison_groups.R | 42 + 14 files changed, 3864 insertions(+), 21 deletions(-) create mode 100644 tests/testthat/_snaps/run_comparison_groups.md create mode 100644 tests/testthat/test-get_resample_data.R create mode 100644 tests/testthat/test-plot_sample_curves.R create mode 100644 tests/testthat/test-run_comparison_groups.R diff --git a/DESCRIPTION b/DESCRIPTION index 8c16d548..3133fef8 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: qSIP2 Title: qSIP Analysis -Version: 0.17.2 +Version: 0.17.3 Authors@R: person("Jeff", "Kimbrel", , "kimbrel1@llnl.gov", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-7213-9392")) diff --git a/NEWS.md b/NEWS.md index 2ba33a01..f5b22c39 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,5 @@ +# qSIP2 0.17.3 + # qSIP2 0.17.2 # qSIP2 0.17.1 diff --git a/R/get_resample_data.R b/R/get_resample_data.R index 8d550bf7..ce56ecbc 100644 --- a/R/get_resample_data.R +++ b/R/get_resample_data.R @@ -15,12 +15,21 @@ get_resample_data <- function(qsip_data_object, type = "all", pivot = FALSE) { - if (!"qsip_data" %in% class(qsip_data_object)) { - stop("qsip_data_object should be class ", call. = FALSE) - } else if (length(qsip_data_object@resamples) == 0) { - stop("this function requires a qsip object that has been run through run_resampling()", call. = FALSE) + if (isFALSE(is_qsip_resampled(qsip_data_object, error = FALSE))) { + stop("This function requires a qsip object that has been run through run_resampling()", call. = FALSE) } + # error if type is not one of "all", "unlabeled", or "labeled" + if (!type %in% c("all", "unlabeled", "labeled")) { + stop("type must be one of 'all', 'unlabeled', or 'labeled'", call. = FALSE) + } + + # error if pivot is not TRUE/FALSE + if (!isTRUE(pivot) && !isFALSE(pivot)) { + stop("pivot must be TRUE or FALSE", call. = FALSE) + } + + # bind variables feature_id <- resample <- NULL @@ -32,8 +41,6 @@ get_resample_data <- function(qsip_data_object, df <- dplyr::bind_rows(qsip_data_object@resamples$u) |> dplyr::select(-type) } else if (type == "labeled") { df <- dplyr::bind_rows(qsip_data_object@resamples$l) |> dplyr::select(-type) - } else { - stop("type must be one of 'all', 'unlabeled', or 'labeled'", call. = FALSE) } diff --git a/R/plot_feature_resamplings.R b/R/plot_feature_resamplings.R index c3e7df34..f0dff897 100644 --- a/R/plot_feature_resamplings.R +++ b/R/plot_feature_resamplings.R @@ -22,7 +22,7 @@ plot_feature_resamplings <- function(qsip_data_object, confidence = 0.9, intervals = "") { - if (isFALSE(is_qsip_filtered(qsip_data_object, error = FALSE))) { + if (isFALSE(is_qsip_resampled(qsip_data_object, error = FALSE))) { stop("This function requires a qsip object that has been run through run_resampling()", call. = FALSE) } diff --git a/R/plot_sample_curves.R b/R/plot_sample_curves.R index e3ec74a0..0b077e20 100644 --- a/R/plot_sample_curves.R +++ b/R/plot_sample_curves.R @@ -1,6 +1,6 @@ #' Plot qSIP sample data density curves #' -#' @param qsip_data (*qsip_data*) qSIP object +#' @param qsip_data_object (*qsip_data*) qSIP object #' @param colors (*character*) A named vector of colors for each isotope (optional) #' @param title (*character*) An optional title for the plot #' @@ -10,23 +10,29 @@ #' #' @family "visualizations" -plot_sample_curves <- function(qsip_data, +plot_sample_curves <- function(qsip_data_object, colors = NULL, title = NULL) { - stopifnot("sample_data should be class " = "qsip_data" %in% class(qsip_data)) + is_qsip_data(qsip_data_object, error = TRUE) + + # error if title is not a string + if (!is.null(title) && !is.character(title)) { + stop("title must be a character string", call. = FALSE) + } + # bind variables sample_id <- gradient_position <- source_mat_id <- isotope <- WAD <- gradient_pos_density <- gradient_pos_rel_amt <- NULL - df <- qsip_data@tube_rel_abundance |> + df <- qsip_data_object@tube_rel_abundance |> dplyr::left_join( - qsip_data@sample_data@data |> + qsip_data_object@sample_data@data |> dplyr::select(sample_id, gradient_position), by = "sample_id" ) |> dplyr::left_join( - qsip_data@source_data@data |> + qsip_data_object@source_data@data |> dplyr::select(source_mat_id, isotope), by = "source_mat_id" ) @@ -38,7 +44,7 @@ plot_sample_curves <- function(qsip_data, df <- df |> dplyr::filter(gradient_position > 0) - source_wads <- qsip_data@source_wads |> + source_wads <- qsip_data_object@source_wads |> dplyr::filter(!is.na(WAD)) if (is.null(colors)) { diff --git a/R/run_comparison_groups.R b/R/run_comparison_groups.R index e3a3dd42..9831b731 100644 --- a/R/run_comparison_groups.R +++ b/R/run_comparison_groups.R @@ -32,12 +32,12 @@ run_comparison_groups <- function(groups, seed = NULL, resamples = NULL) { - is_qsip_data(qsip_data_object) + is_qsip_data(qsip_data_object, error = TRUE) # groups dataframe should contain group, unlabeled and labeled columns, and there can be others required_cols <- c("group", "unlabeled", "labeled") if (!all(required_cols %in% colnames(groups))) { - stop(glue::glue("Missing required column names in groups dataframe: {setdiff(required_cols, colnames(groups))}")) + stop(glue::glue("Missing required column names in groups dataframe: {setdiff(required_cols, colnames(groups))}"), call. = F) } # groups$group column should be unique @@ -87,7 +87,7 @@ run_comparison_groups <- function(groups, dplyr::pull(value) if (length(setdiff(source_mat_ids_in_groups, get_source_mat_ids(qsip_data_object))) > 0) { - stop("Invalid source_mat_ids in group dataframe") + stop("Invalid source_mat_ids in group dataframe", call. = FALSE) } group_list <- split(groups, groups$group) diff --git a/R/run_growth_calculations.R b/R/run_growth_calculations.R index 2a5f7024..5be78232 100644 --- a/R/run_growth_calculations.R +++ b/R/run_growth_calculations.R @@ -50,7 +50,17 @@ get_N_total_it <- function(qsip_data_object, stop(glue::glue("no source_mat_ids with a 't = {t}' timepoint were found in "), call. = FALSE) } - N_total_i0 = N_total_i0|> + # group can be NULL, or should be a column in N_total_i0 + if (!is.null(group)) { + + if (!group %in% colnames(N_total_i0)) { + stop(glue::glue("grouping variable {group} not found in source_data"), call. = FALSE) + } + } + + + + N_total_i0 = N_total_i0 |> dplyr::filter(timepoint == t) |> dplyr::mutate(N_total_i0 = REL * total_abundance) # dplyr::select(feature_id, source_mat_id, timepoint, N_total_i0) |> diff --git a/_pkgdown.yml b/_pkgdown.yml index cd4b6a5f..9652d381 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -120,7 +120,6 @@ reference: - calculate_di - calculate_bi - plot_resampling_convergence - - isotope_palette - jgi_mixes articles: diff --git a/tests/testthat/_snaps/get_N_total_it.md b/tests/testthat/_snaps/get_N_total_it.md index 65514560..e138ce85 100644 --- a/tests/testthat/_snaps/get_N_total_it.md +++ b/tests/testthat/_snaps/get_N_total_it.md @@ -23,3 +23,28 @@ 10 taxon_10 2793486. 0 # i 354 more rows +# works with grouping + + Code + get_N_total_it(example_qsip_growth_object, t = 0, group = "isotopolog") + Condition + Warning: + 1 feature_ids have zero abundance at time 0: + Warning: + taxon_194 + Output + # A tibble: 364 x 4 + feature_id isotopolog N_total_i0 timepoint1 + + 1 taxon_1 water 1595472105. 0 + 2 taxon_2 water 64576684. 0 + 3 taxon_3 water 4488930. 0 + 4 taxon_4 water 2494463. 0 + 5 taxon_5 water 9849881. 0 + 6 taxon_6 water 697760597. 0 + 7 taxon_7 water 4702904. 0 + 8 taxon_8 water 224366766. 0 + 9 taxon_9 water 1386539. 0 + 10 taxon_10 water 2793486. 0 + # i 354 more rows + diff --git a/tests/testthat/_snaps/run_comparison_groups.md b/tests/testthat/_snaps/run_comparison_groups.md new file mode 100644 index 00000000..c2be584a --- /dev/null +++ b/tests/testthat/_snaps/run_comparison_groups.md @@ -0,0 +1,3715 @@ +# works as expected + + Code + run_comparison_groups(df, example_qsip_object, seed = 99, allow_failures = TRUE, + resamples = 100) + Output + $Drought + + @ source_data : + .. @ data : tibble [15 x 6] (S3: tbl_df/tbl/data.frame) + $ isotope : chr [1:15] "12C" "12C" "12C" "12C" ... + $ isotopolog : chr [1:15] "glucose" "glucose" "glucose" "glucose" ... + $ source_mat_id : chr [1:15] "S149" "S150" "S151" "S152" ... + $ total_copies_per_g: num [1:15] 34838665 53528072 95774992 9126192 41744046 ... + $ total_dna : num [1:15] 74.5 109 182.2 23.7 67.6 ... + $ Moisture : chr [1:15] "Normal" "Normal" "Normal" "Normal" ... + .. @ isotope : chr "Isotope" + .. @ isotopolog : chr "isotopolog" + .. @ source_mat_id : chr "source" + .. @ time : chr "NULL" + .. @ total_abundance: chr "NULL" + @ sample_data : + .. @ data : tibble [284 x 7] (S3: tbl_df/tbl/data.frame) + $ sample_id : chr [1:284] "149_F1" "149_F2" "149_F3" "149_F4" ... + $ source_mat_id : chr [1:284] "S149" "S149" "S149" "S149" ... + $ gradient_position : int [1:284] 1 2 3 4 5 6 7 8 9 10 ... + $ gradient_pos_density: num [1:284] 1.78 1.77 1.77 1.76 1.75 ... + $ gradient_pos_amt : num [1:284] 4474 987 4003 3960 5726 ... + $ gradient_pos_rel_amt: num [1:284] 1.28e-04 2.83e-05 1.15e-04 1.14e-04 1.64e-04 ... + $ dna_conc : num [1:284] 0 0 0 0 0.00124 ... + .. @ sample_id : chr "sample" + .. @ source_mat_id : chr "source" + .. @ gradient_position : chr "Fraction" + .. @ gradient_pos_density: chr "density_g_ml" + .. @ gradient_pos_amt : chr "avg_16S_g_soil" + .. @ gradient_pos_rel_amt: chr "gradient_pos_rel_amt" + @ feature_data : + .. @ data : tibble [2,030 x 285] (S3: tbl_df/tbl/data.frame) + $ feature_id: chr [1:2030] "ASV_1" "ASV_2" "ASV_3" "ASV_4" ... + $ 149_F1 : num [1:2030] 1245 1471 342 288 317 ... + $ 149_F2 : num [1:2030] 376 569 152 119 108 73 82 47 74 58 ... + $ 149_F3 : num [1:2030] 582 830 211 161 95 130 102 52 89 73 ... + $ 149_F4 : num [1:2030] 1258 1373 389 294 292 ... + $ 149_F5 : num [1:2030] 692 737 218 157 164 112 136 90 83 64 ... + $ 149_F6 : num [1:2030] 1482 1777 461 381 310 ... + $ 149_F7 : num [1:2030] 812 2086 304 242 216 ... + $ 149_F8 : num [1:2030] 743 2603 293 219 188 ... + $ 149_F9 : num [1:2030] 285 3375 134 135 83 ... + $ 149_F10 : num [1:2030] 47 1145 30 27 27 ... + $ 149_F11 : num [1:2030] 265 2236 187 147 80 ... + $ 149_F12 : num [1:2030] 434 982 221 215 110 85 86 79 171 94 ... + $ 149_F13 : num [1:2030] 773 436 446 378 303 141 34 26 153 72 ... + $ 149_F14 : num [1:2030] 4695 829 1702 1520 1237 ... + $ 149_F15 : num [1:2030] 3967 918 1065 844 795 ... + $ 149_F16 : num [1:2030] 2295 1077 721 561 549 ... + $ 149_F17 : num [1:2030] 1411 974 536 498 413 ... + $ 149_F18 : num [1:2030] 780 584 335 223 244 121 36 34 93 56 ... + $ 149_F19 : num [1:2030] 2000 1626 836 734 646 ... + $ 150_F1 : num [1:2030] 197 2006 111 81 79 ... + $ 150_F2 : num [1:2030] 131 1445 76 85 53 ... + $ 150_F3 : num [1:2030] 177 1854 113 110 71 ... + $ 150_F4 : num [1:2030] 384 1844 163 118 105 ... + $ 150_F5 : num [1:2030] 543 5403 340 327 211 ... + $ 150_F6 : num [1:2030] 591 5568 343 344 261 ... + $ 150_F7 : num [1:2030] 472 5450 345 291 205 97 143 159 222 158 ... + $ 150_F8 : num [1:2030] 536 6331 384 332 236 ... + $ 150_F9 : num [1:2030] 330 4722 277 227 151 ... + $ 150_F10 : num [1:2030] 409 5425 317 295 184 ... + $ 150_F11 : num [1:2030] 313 3498 248 202 137 ... + $ 150_F12 : num [1:2030] 229 1762 149 148 84 ... + $ 150_F13 : num [1:2030] 616 2329 460 397 249 ... + $ 150_F14 : num [1:2030] 1339 2197 715 728 406 ... + $ 150_F15 : num [1:2030] 1986 1647 787 724 541 ... + $ 150_F16 : num [1:2030] 2581 1996 1003 897 661 ... + $ 150_F17 : num [1:2030] 1869 1970 757 679 468 ... + $ 150_F18 : num [1:2030] 1069 1384 494 436 304 ... + $ 150_F19 : num [1:2030] 1627 2266 706 595 486 ... + $ 151_F1 : num [1:2030] 392 1920 104 94 103 0 70 59 81 89 ... + $ 151_F2 : num [1:2030] 300 1581 121 76 95 ... + $ 151_F3 : num [1:2030] 140 1539 64 44 26 ... + $ 151_F4 : num [1:2030] 250 1681 92 92 62 ... + $ 151_F5 : num [1:2030] 232 1953 113 107 99 ... + $ 151_F6 : num [1:2030] 220 1612 85 86 95 ... + $ 151_F7 : num [1:2030] 292 3057 89 108 93 ... + $ 151_F8 : num [1:2030] 256 4118 117 120 86 ... + $ 151_F9 : num [1:2030] 179 3199 67 59 56 ... + $ 151_F10 : num [1:2030] 142 3265 75 51 53 ... + $ 151_F11 : num [1:2030] 56 1393 0 42 30 ... + $ 151_F12 : num [1:2030] 102 1280 65 53 38 0 48 44 94 53 ... + $ 151_F13 : num [1:2030] 462 1588 290 258 172 ... + $ 151_F14 : num [1:2030] 1462 1001 618 511 401 ... + $ 151_F15 : num [1:2030] 2670 819 636 594 699 390 26 26 136 80 ... + $ 151_F16 : num [1:2030] 3248 1404 747 576 498 ... + $ 151_F17 : num [1:2030] 1070 736 292 201 258 165 22 34 77 49 ... + $ 151_F18 : num [1:2030] 1154 1249 361 325 335 ... + $ 151_F19 : num [1:2030] 846 1084 288 222 237 ... + $ 152_F1 : num [1:2030] 505 259 78 67 92 73 40 27 57 49 ... + $ 152_F2 : num [1:2030] 1258 1063 248 232 381 ... + $ 152_F3 : num [1:2030] 1964 1848 437 388 379 ... + $ 152_F4 : num [1:2030] 2236 2235 439 424 494 ... + $ 152_F5 : num [1:2030] 2223 3934 525 467 561 ... + $ 152_F6 : num [1:2030] 2921 4021 691 494 814 ... + $ 152_F7 : num [1:2030] 1187 1133 182 203 270 ... + $ 152_F8 : num [1:2030] 1236 1993 191 267 336 ... + $ 152_F9 : num [1:2030] 507 1611 92 107 114 ... + $ 152_F10 : num [1:2030] 345 4983 112 90 127 ... + $ 152_F11 : num [1:2030] 248 5557 111 76 83 ... + $ 152_F12 : num [1:2030] 330 5867 158 120 152 ... + $ 152_F13 : num [1:2030] 1083 5397 427 384 498 ... + $ 152_F14 : num [1:2030] 7262 6213 1988 1983 2577 ... + $ 152_F15 : num [1:2030] 11167 2384 1984 1833 3347 ... + $ 152_F16 : num [1:2030] 7663 1320 1036 893 2256 ... + $ 152_F17 : num [1:2030] 3701 844 495 397 1022 ... + $ 152_F18 : num [1:2030] 2590 2182 489 429 792 ... + $ 152_F19 : num [1:2030] 3171 3549 658 574 969 ... + $ 161_F1 : num [1:2030] 752 887 208 175 135 132 168 74 81 57 ... + $ 161_F2 : num [1:2030] 458 469 106 122 132 118 93 45 45 51 ... + $ 161_F3 : num [1:2030] 1530 1710 447 330 297 210 277 147 125 127 ... + $ 161_F4 : num [1:2030] 1790 1348 678 762 835 ... + $ 161_F5 : num [1:2030] 1262 1607 309 245 319 ... + $ 161_F6 : num [1:2030] 1056 1237 254 266 258 ... + $ 161_F7 : num [1:2030] 306 618 92 82 82 66 96 34 62 44 ... + $ 161_F8 : num [1:2030] 586 622 181 144 144 90 76 62 101 42 ... + $ 161_F9 : num [1:2030] 497 2950 159 128 93 87 329 200 88 84 ... + $ 161_F10 : num [1:2030] 260 2219 105 102 78 ... + $ 161_F11 : num [1:2030] 316 4221 166 168 136 ... + $ 161_F12 : num [1:2030] 628 3171 382 363 252 ... + $ 161_F13 : num [1:2030] 2514 2370 1206 1179 710 ... + $ 161_F14 : num [1:2030] 4013 1308 1252 1162 992 ... + $ 161_F15 : num [1:2030] 2254 593 594 473 455 ... + $ 161_F16 : num [1:2030] 4370 1733 896 827 920 ... + $ 161_F17 : num [1:2030] 1025 886 268 240 228 ... + $ 161_F18 : num [1:2030] 1855 1789 499 503 524 ... + $ 161_F19 : num [1:2030] 2467 3394 754 622 629 ... + $ 162_F1 : num [1:2030] 272 1115 137 126 92 ... + $ 162_F2 : num [1:2030] 214 355 64 86 85 44 578 160 82 32 ... + $ 162_F3 : num [1:2030] 529 920 239 217 216 ... + [list output truncated] + .. @ feature_id: chr "ASV" + .. @ taxonomy :'data.frame': 0 obs. of 0 variables + .. @ type : chr "counts" + @ shared :List of 2 + .. $ source_mat_ids:List of 3 + .. ..$ shared : chr [1:15] "S149" "S150" "S151" "S152" ... + .. ..$ source_data: NULL + .. ..$ sample_data: NULL + .. $ sample_ids :List of 3 + .. ..$ shared : chr [1:284] "149_F1" "149_F2" "149_F3" "149_F4" ... + .. ..$ sample_data : NULL + .. ..$ feature_data: NULL + @ tube_rel_abundance : tibble [17,344 x 6] (S3: tbl_df/tbl/data.frame) + $ feature_id : chr [1:17344] "ASV_1" "ASV_1" "ASV_1" "ASV_1" ... + $ sample_id : chr [1:17344] "161_F1" "161_F2" "161_F3" "161_F4" ... + $ source_mat_id : chr [1:17344] "S161" "S161" "S161" "S161" ... + $ tube_rel_abundance : num [1:17344] 8.24e-06 5.04e-06 4.61e-06 1.03e-04 1.23e-05 ... + $ gradient_pos_density: num [1:17344] 1.77 1.77 1.77 1.76 1.75 ... + $ gradient_pos_rel_amt: num [1:17344] 4.77e-05 2.85e-05 2.98e-05 6.20e-04 8.78e-05 ... + @ wads : tibble [2,321 x 4] (S3: tbl_df/tbl/data.frame) + $ feature_id : chr [1:2321] "ASV_110" "ASV_116" "ASV_118" "ASV_130" ... + $ source_mat_id: chr [1:2321] "S200" "S200" "S200" "S202" ... + $ WAD : num [1:2321] 1.77 1.72 1.72 1.68 1.71 ... + $ n_fractions : int [1:2321] 1 1 1 1 1 1 1 1 1 1 ... + @ source_wads : tibble [8 x 2] (S3: tbl_df/tbl/data.frame) + $ source_mat_id: chr [1:8] "S161" "S162" "S163" "S164" ... + $ WAD : num [1:8] 1.71 1.71 1.71 1.71 1.72 ... + @ fraction_counts : tibble [2,440 x 3] (S3: tbl_df/tbl/data.frame) + $ feature_id : chr [1:2440] "ASV_1" "ASV_1" "ASV_1" "ASV_1" ... + $ source_mat_id: chr [1:2440] "S203" "S164" "S162" "S163" ... + $ n_fractions : int [1:2440] 19 19 18 19 15 19 19 18 19 19 ... + @ filtered_feature_data: tibble [305 x 152] (S3: tbl_df/tbl/data.frame) + $ feature_id: chr [1:305] "ASV_1" "ASV_2" "ASV_3" "ASV_4" ... + $ 161_F1 : num [1:305] 8.24e-06 9.72e-06 2.28e-06 1.92e-06 1.48e-06 ... + $ 161_F2 : num [1:305] 5.04e-06 5.16e-06 1.17e-06 1.34e-06 1.45e-06 ... + $ 161_F3 : num [1:305] 4.61e-06 5.15e-06 1.35e-06 9.94e-07 8.95e-07 ... + $ 161_F4 : num [1:305] 1.03e-04 7.77e-05 3.91e-05 4.39e-05 4.81e-05 ... + $ 161_F5 : num [1:305] 1.23e-05 1.57e-05 3.01e-06 2.39e-06 3.11e-06 ... + $ 161_F6 : num [1:305] 2.46e-05 2.88e-05 5.92e-06 6.20e-06 6.01e-06 ... + $ 161_F7 : num [1:305] 5.51e-05 1.11e-04 1.66e-05 1.48e-05 1.48e-05 ... + $ 161_F8 : num [1:305] 3.76e-04 3.99e-04 1.16e-04 9.24e-05 9.24e-05 ... + $ 161_F9 : num [1:305] 0.000707 0.004195 0.000226 0.000182 0.000132 ... + $ 161_F10 : num [1:305] 0.00287 0.02447 0.00116 0.00112 0.00086 ... + $ 161_F11 : num [1:305] 0.00362 0.04838 0.0019 0.00193 0.00156 ... + $ 161_F12 : num [1:305] 0.00771 0.03895 0.00469 0.00446 0.0031 ... + $ 161_F13 : num [1:305] 0.02164 0.0204 0.01038 0.01015 0.00611 ... + $ 161_F14 : num [1:305] 0.02523 0.00822 0.00787 0.00731 0.00624 ... + $ 161_F15 : num [1:305] 0.00975 0.00256 0.00257 0.00205 0.00197 ... + $ 161_F16 : num [1:305] 0.002906 0.001152 0.000596 0.00055 0.000612 ... + $ 161_F17 : num [1:305] 0.001414 0.001222 0.00037 0.000331 0.000314 ... + $ 161_F18 : num [1:305] 0.000476 0.000459 0.000128 0.000129 0.000134 ... + $ 161_F19 : num [1:305] 0.000591 0.000814 0.000181 0.000149 0.000151 ... + $ 162_F1 : num [1:305] 3.01e-05 1.24e-04 1.52e-05 1.40e-05 1.02e-05 ... + $ 162_F2 : num [1:305] 4.69e-05 7.78e-05 1.40e-05 1.88e-05 1.86e-05 ... + $ 162_F3 : num [1:305] 5.02e-05 8.72e-05 2.27e-05 2.06e-05 2.05e-05 ... + $ 162_F4 : num [1:305] 7.91e-05 1.46e-04 3.54e-05 3.58e-05 3.48e-05 ... + $ 162_F5 : num [1:305] 1.08e-04 1.82e-04 4.98e-05 4.67e-05 4.45e-05 ... + $ 162_F6 : num [1:305] 0.000239 0.000366 0.0001 0.000111 0.000101 ... + $ 162_F7 : num [1:305] 0.000342 0.000718 0.000165 0.000154 0.000153 ... + $ 162_F8 : num [1:305] 0.001203 0.002386 0.000613 0.000579 0.000424 ... + $ 162_F9 : num [1:305] 0.00356 0.00719 0.00205 0.00181 0.00128 ... + $ 162_F10 : num [1:305] 0.00673 0.00964 0.00356 0.00339 0.00237 ... + $ 162_F11 : num [1:305] 0.0092 0.0081 0.00535 0.00476 0.00396 ... + $ 162_F12 : num [1:305] 0.01428 0.00468 0.00611 0.00645 0.00539 ... + $ 162_F13 : num [1:305] 0.0124 0.002 0.00456 0.00415 0.0036 ... + $ 162_F14 : num [1:305] 0.007306 0.000937 0.002262 0.001924 0.002069 ... + $ 162_F15 : num [1:305] 0.004548 0.000834 0.00144 0.001251 0.001311 ... + $ 162_F16 : num [1:305] 0.001989 0.000434 0.000741 0.000571 0.000685 ... + $ 162_F17 : num [1:305] 0.003106 0.000735 0.001059 0.000934 0.000829 ... + $ 162_F18 : num [1:305] 0.001713 0.000478 0.000507 0.000482 0.000516 ... + $ 163_F1 : num [1:305] 1.58e-05 3.35e-05 6.71e-06 5.44e-06 4.20e-06 ... + $ 163_F2 : num [1:305] 2.40e-05 4.61e-05 1.26e-05 1.17e-05 7.59e-06 ... + $ 163_F3 : num [1:305] 3.10e-05 6.37e-05 1.85e-05 1.85e-05 1.02e-05 ... + $ 163_F4 : num [1:305] 7.66e-06 1.51e-05 2.82e-06 3.48e-06 7.94e-07 ... + $ 163_F5 : num [1:305] 1.11e-05 3.45e-05 5.98e-06 7.05e-06 4.56e-06 ... + $ 163_F6 : num [1:305] 2.77e-05 5.41e-05 1.78e-05 1.06e-05 9.54e-06 ... + $ 163_F7 : num [1:305] 5.89e-05 1.58e-04 3.71e-05 2.85e-05 1.41e-05 ... + $ 163_F8 : num [1:305] 2.21e-04 6.94e-04 1.23e-04 1.05e-04 6.66e-05 ... + $ 163_F9 : num [1:305] 0.00065 0.002924 0.000437 0.000423 0.000183 ... + $ 163_F10 : num [1:305] 0.00345 0.013904 0.002571 0.002255 0.000984 ... + $ 163_F11 : num [1:305] 0.00911 0.03001 0.00697 0.00607 0.00302 ... + $ 163_F12 : num [1:305] 0.00818 0.00908 0.00655 0.006 0.00239 ... + $ 163_F13 : num [1:305] 0.01541 0.00604 0.00966 0.00837 0.00375 ... + $ 163_F14 : num [1:305] 0.00828 0.00115 0.00374 0.0033 0.00182 ... + $ 163_F15 : num [1:305] 0.01351 0.00126 0.00443 0.00396 0.0023 ... + $ 163_F16 : num [1:305] 0.00775 0.00118 0.00216 0.00223 0.0012 ... + $ 163_F17 : num [1:305] 0.003166 0.000844 0.001066 0.001047 0.000508 ... + $ 163_F18 : num [1:305] 0.001574 0.000525 0.000613 0.000621 0.000291 ... + $ 163_F19 : num [1:305] 0.001214 0.000424 0.000446 0.000444 0.000256 ... + $ 164_F1 : num [1:305] 8.02e-06 8.24e-06 2.21e-06 1.87e-06 1.84e-06 ... + $ 164_F2 : num [1:305] 1.38e-05 1.28e-05 4.75e-06 4.13e-06 3.17e-06 ... + $ 164_F3 : num [1:305] 2.16e-05 1.73e-05 5.64e-06 4.80e-06 3.85e-06 ... + $ 164_F4 : num [1:305] 3.70e-05 3.30e-05 9.78e-06 8.30e-06 6.90e-06 ... + $ 164_F5 : num [1:305] 4.39e-05 4.54e-05 1.35e-05 1.00e-05 1.10e-05 ... + $ 164_F6 : num [1:305] 5.88e-05 6.44e-05 1.93e-05 1.77e-05 1.53e-05 ... + $ 164_F7 : num [1:305] 1.58e-04 1.29e-04 5.75e-05 5.68e-05 6.78e-05 ... + $ 164_F8 : num [1:305] 1.60e-04 2.41e-04 7.33e-05 5.96e-05 5.15e-05 ... + $ 164_F9 : num [1:305] 2.72e-04 5.32e-04 1.33e-04 1.23e-04 8.77e-05 ... + $ 164_F10 : num [1:305] 0.00394 0.00656 0.00242 0.00233 0.00142 ... + $ 164_F11 : num [1:305] 0.01054 0.01328 0.00571 0.00686 0.00461 ... + $ 164_F12 : num [1:305] 0.01798 0.00744 0.00977 0.00884 0.00547 ... + $ 164_F13 : num [1:305] 0.02241 0.0031 0.01185 0.01097 0.00912 ... + $ 164_F14 : num [1:305] 0.004952 0.000252 0.001918 0.001688 0.001451 ... + $ 164_F15 : num [1:305] 0.001848 0.000102 0.000547 0.000545 0.000444 ... + $ 164_F16 : num [1:305] 8.82e-04 7.68e-05 3.36e-04 2.73e-04 2.93e-04 ... + $ 164_F17 : num [1:305] 4.66e-04 6.98e-05 1.50e-04 1.56e-04 1.59e-04 ... + $ 164_F18 : num [1:305] 3.68e-04 6.71e-05 1.34e-04 1.40e-04 1.12e-04 ... + $ 164_F19 : num [1:305] 3.92e-04 6.75e-05 1.53e-04 1.37e-04 1.35e-04 ... + $ 200_F2 : num [1:305] 5.63e-06 7.76e-06 9.78e-07 9.78e-07 1.28e-06 ... + $ 200_F1 : num [1:305] 6.67e-06 7.80e-06 1.33e-06 1.16e-06 1.34e-06 ... + $ 200_F3 : num [1:305] 1.17e-05 3.50e-05 3.04e-06 2.69e-06 2.83e-06 ... + $ 200_F4 : num [1:305] 2.92e-05 3.54e-04 7.22e-06 0.00 6.57e-06 ... + $ 200_F5 : num [1:305] 3.31e-05 3.15e-03 3.20e-05 0.00 1.76e-05 ... + $ 200_F6 : num [1:305] 6.69e-05 1.48e-02 1.18e-04 0.00 6.42e-05 ... + $ 200_F8 : num [1:305] 8.98e-05 2.33e-02 6.24e-04 3.93e-04 9.61e-04 ... + $ 200_F9 : num [1:305] 0.00023 0.017448 0.001526 0.000756 0.001913 ... + $ 200_F10 : num [1:305] 0.00057 0.01509 0.00266 0.00165 0.00254 ... + $ 200_F11 : num [1:305] 0.00283 0.01486 0.0032 0.00262 0.0017 ... + $ 200_F12 : num [1:305] 0.00874 0.00934 0.00488 0.00261 0 ... + $ 200_F13 : num [1:305] 0.01774 0.00303 0.00499 0.00473 0 ... + $ 200_F14 : num [1:305] 0.017592 0.000919 0.003834 0.003211 0.000173 ... + $ 200_F15 : num [1:305] 1.43e-02 5.11e-04 1.69e-03 1.51e-03 7.79e-05 ... + $ 200_F16 : num [1:305] 6.67e-03 3.01e-04 6.63e-04 5.25e-04 3.78e-05 ... + $ 200_F17 : num [1:305] 2.37e-03 2.92e-04 2.87e-04 2.40e-04 2.96e-05 ... + $ 200_F18 : num [1:305] 1.15e-03 2.73e-04 1.71e-04 1.59e-04 2.01e-05 ... + $ 200_F19 : num [1:305] 1.17e-03 3.69e-04 1.87e-04 1.44e-04 3.17e-05 ... + $ 201_F1 : num [1:305] 1.72e-06 1.39e-05 5.01e-07 5.52e-07 4.91e-07 ... + $ 201_F2 : num [1:305] 3.06e-06 2.92e-05 9.94e-07 8.45e-07 0.00 ... + $ 201_F3 : num [1:305] 2.88e-06 8.58e-05 9.65e-07 1.13e-06 6.12e-07 ... + $ 201_F4 : num [1:305] 7.39e-06 4.88e-04 0.00 3.54e-06 5.54e-06 ... + $ 201_F9 : num [1:305] 0.000143 0.011336 0.002306 0.001463 0.001617 ... + [list output truncated] + @ filtered_wad_data : tibble [305 x 9] (S3: tbl_df/tbl/data.frame) + $ feature_id: chr [1:305] "ASV_110" "ASV_116" "ASV_118" "ASV_130" ... + $ S200 : num [1:305] 1.77 1.72 1.72 1.72 1.72 ... + $ S202 : num [1:305] 1.73 1.72 1.72 1.68 1.73 ... + $ S163 : num [1:305] 1.72 1.72 1.72 1.72 1.71 ... + $ S201 : num [1:305] 1.75 1.71 1.71 1.71 1.75 ... + $ S161 : num [1:305] 1.71 1.72 1.71 1.71 1.71 ... + $ S162 : num [1:305] 1.71 1.72 1.71 NA 1.71 ... + $ S164 : num [1:305] 1.72 1.72 1.72 1.72 1.71 ... + $ S203 : num [1:305] 1.76 1.71 1.71 1.71 1.71 ... + @ filter_results :List of 10 + .. $ group : chr "Drought" + .. $ source_filtered : tibble [1,688 x 5] (S3: tbl_df/tbl/data.frame) + .. ..$ feature_id : chr [1:1688] "ASV_1" "ASV_1" "ASV_10" "ASV_10" ... + .. ..$ type : chr [1:1688] "labeled" "unlabeled" "labeled" "unlabeled" ... + .. ..$ n_sources : int [1:1688] 4 4 4 4 4 4 2 0 1 0 ... + .. ..$ mean_tube_rel_abundance: num [1:1688] 0.08299 0.07042 0.0207 0.01274 0.00251 ... + .. ..$ source_call : chr [1:1688] "Source Passed" "Source Passed" "Source Passed" "Source Passed" ... + .. $ fraction_filtered : tibble [12,672 x 6] (S3: tbl_df/tbl/data.frame) + .. ..$ feature_id : chr [1:12672] "ASV_1" "ASV_1" "ASV_1" "ASV_1" ... + .. ..$ source_mat_id : chr [1:12672] "S161" "S162" "S163" "S164" ... + .. ..$ n_fractions : int [1:12672] 19 18 19 19 18 15 19 19 19 18 ... + .. ..$ tube_rel_abundance: num [1:12672] 0.0775 0.0669 0.0727 0.0645 0.0735 ... + .. ..$ type : chr [1:12672] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. ..$ fraction_call : chr [1:12672] "Fraction Passed" "Fraction Passed" "Fraction Passed" "Fraction Passed" ... + .. $ retained_features : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. $ labeled_source_mat_ids : chr [1:4] "S200" "S201" "S202" "S203" + .. $ unlabeled_source_mat_ids: chr [1:4] "S161" "S162" "S163" "S164" + .. $ min_labeled_sources : num 2 + .. $ min_unlabeled_sources : num 2 + .. $ min_labeled_fractions : num 2 + .. $ min_unlabeled_fractions : num 2 + @ resamples :List of 5 + .. $ l :List of 100 + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 1 1 1 1 1 1 1 1 1 1 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 2 2 2 2 2 2 2 2 2 2 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 3 3 3 3 3 3 3 3 3 3 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:304] 4 4 4 4 4 4 4 4 4 4 ... + .. .. ..$ labeled_1 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 5 5 5 5 5 5 5 5 5 5 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 6 6 6 6 6 6 6 6 6 6 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 7 7 7 7 7 7 7 7 7 7 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 8 8 8 8 8 8 8 8 8 8 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 9 9 9 9 9 9 9 9 9 9 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 10 10 10 10 10 10 10 10 10 10 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 11 11 11 11 11 11 11 11 11 11 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 12 12 12 12 12 12 12 12 12 12 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 13 13 13 13 13 13 13 13 13 13 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [301 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:301] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:301] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:301] 14 14 14 14 14 14 14 14 14 14 ... + .. .. ..$ labeled_1 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 15 15 15 15 15 15 15 15 15 15 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 16 16 16 16 16 16 16 16 16 16 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:304] 17 17 17 17 17 17 17 17 17 17 ... + .. .. ..$ labeled_1 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 18 18 18 18 18 18 18 18 18 18 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 19 19 19 19 19 19 19 19 19 19 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 20 20 20 20 20 20 20 20 20 20 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [301 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:301] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:301] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:301] 21 21 21 21 21 21 21 21 21 21 ... + .. .. ..$ labeled_1 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 22 22 22 22 22 22 22 22 22 22 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [303 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:303] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:303] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:303] 23 23 23 23 23 23 23 23 23 23 ... + .. .. ..$ labeled_1 : num [1:303] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:303] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:303] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 24 24 24 24 24 24 24 24 24 24 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [301 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:301] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:301] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:301] 25 25 25 25 25 25 25 25 25 25 ... + .. .. ..$ labeled_1 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:304] 26 26 26 26 26 26 26 26 26 26 ... + .. .. ..$ labeled_1 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 27 27 27 27 27 27 27 27 27 27 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 28 28 28 28 28 28 28 28 28 28 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 29 29 29 29 29 29 29 29 29 29 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 30 30 30 30 30 30 30 30 30 30 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 31 31 31 31 31 31 31 31 31 31 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 32 32 32 32 32 32 32 32 32 32 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 33 33 33 33 33 33 33 33 33 33 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 34 34 34 34 34 34 34 34 34 34 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 35 35 35 35 35 35 35 35 35 35 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [301 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:301] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:301] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:301] 36 36 36 36 36 36 36 36 36 36 ... + .. .. ..$ labeled_1 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [303 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:303] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:303] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:303] 37 37 37 37 37 37 37 37 37 37 ... + .. .. ..$ labeled_1 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 38 38 38 38 38 38 38 38 38 38 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 39 39 39 39 39 39 39 39 39 39 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [302 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:302] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:302] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:302] 40 40 40 40 40 40 40 40 40 40 ... + .. .. ..$ labeled_1 : num [1:302] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:302] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:302] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:302] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [303 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:303] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:303] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:303] 41 41 41 41 41 41 41 41 41 41 ... + .. .. ..$ labeled_1 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 42 42 42 42 42 42 42 42 42 42 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 43 43 43 43 43 43 43 43 43 43 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 44 44 44 44 44 44 44 44 44 44 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 45 45 45 45 45 45 45 45 45 45 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 46 46 46 46 46 46 46 46 46 46 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [303 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:303] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:303] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:303] 47 47 47 47 47 47 47 47 47 47 ... + .. .. ..$ labeled_1 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 48 48 48 48 48 48 48 48 48 48 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 49 49 49 49 49 49 49 49 49 49 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 50 50 50 50 50 50 50 50 50 50 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [301 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:301] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:301] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:301] 51 51 51 51 51 51 51 51 51 51 ... + .. .. ..$ labeled_1 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 52 52 52 52 52 52 52 52 52 52 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 53 53 53 53 53 53 53 53 53 53 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 54 54 54 54 54 54 54 54 54 54 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 55 55 55 55 55 55 55 55 55 55 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 56 56 56 56 56 56 56 56 56 56 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [303 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:303] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:303] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:303] 57 57 57 57 57 57 57 57 57 57 ... + .. .. ..$ labeled_1 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:304] 58 58 58 58 58 58 58 58 58 58 ... + .. .. ..$ labeled_1 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [293 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:293] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:293] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:293] 59 59 59 59 59 59 59 59 59 59 ... + .. .. ..$ labeled_1 : num [1:293] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:293] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:293] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:293] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 60 60 60 60 60 60 60 60 60 60 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [301 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:301] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:301] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:301] 61 61 61 61 61 61 61 61 61 61 ... + .. .. ..$ labeled_1 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 62 62 62 62 62 62 62 62 62 62 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [301 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:301] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:301] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:301] 63 63 63 63 63 63 63 63 63 63 ... + .. .. ..$ labeled_1 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [301 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:301] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:301] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:301] 64 64 64 64 64 64 64 64 64 64 ... + .. .. ..$ labeled_1 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 65 65 65 65 65 65 65 65 65 65 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 66 66 66 66 66 66 66 66 66 66 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 67 67 67 67 67 67 67 67 67 67 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 68 68 68 68 68 68 68 68 68 68 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 69 69 69 69 69 69 69 69 69 69 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 70 70 70 70 70 70 70 70 70 70 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 71 71 71 71 71 71 71 71 71 71 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 72 72 72 72 72 72 72 72 72 72 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 73 73 73 73 73 73 73 73 73 73 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 74 74 74 74 74 74 74 74 74 74 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 75 75 75 75 75 75 75 75 75 75 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [303 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:303] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:303] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:303] 76 76 76 76 76 76 76 76 76 76 ... + .. .. ..$ labeled_1 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 77 77 77 77 77 77 77 77 77 77 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 78 78 78 78 78 78 78 78 78 78 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 79 79 79 79 79 79 79 79 79 79 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 80 80 80 80 80 80 80 80 80 80 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 81 81 81 81 81 81 81 81 81 81 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 82 82 82 82 82 82 82 82 82 82 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 83 83 83 83 83 83 83 83 83 83 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:304] 84 84 84 84 84 84 84 84 84 84 ... + .. .. ..$ labeled_1 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [301 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:301] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:301] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:301] 85 85 85 85 85 85 85 85 85 85 ... + .. .. ..$ labeled_1 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:301] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:301] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 86 86 86 86 86 86 86 86 86 86 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 87 87 87 87 87 87 87 87 87 87 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [303 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:303] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:303] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:303] 88 88 88 88 88 88 88 88 88 88 ... + .. .. ..$ labeled_1 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:303] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:303] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:304] 89 89 89 89 89 89 89 89 89 89 ... + .. .. ..$ labeled_1 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:304] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:304] 1.7 1.72 1.71 1.7 1.71 ... + .. ..$ : tibble [303 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:303] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:303] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:303] 90 90 90 90 90 90 90 90 90 90 ... + .. .. ..$ labeled_1 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:303] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 91 91 91 91 91 91 91 91 91 91 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 92 92 92 92 92 92 92 92 92 92 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [303 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:303] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:303] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:303] 93 93 93 93 93 93 93 93 93 93 ... + .. .. ..$ labeled_1 : num [1:303] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:303] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:303] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:303] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 94 94 94 94 94 94 94 94 94 94 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 95 95 95 95 95 95 95 95 95 95 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 96 96 96 96 96 96 96 96 96 96 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 97 97 97 97 97 97 97 97 97 97 ... + .. .. ..$ labeled_1 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 98 98 98 98 98 98 98 98 98 98 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.71 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:305] 99 99 99 99 99 99 99 99 99 99 ... + .. .. ..$ labeled_1 : num [1:305] 1.71 1.72 1.71 1.72 1.72 ... + .. .. ..$ labeled_2 : num [1:305] 1.7 1.72 1.71 1.7 1.71 ... + .. .. ..$ labeled_3 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. ..$ labeled_4 : num [1:305] 1.7 1.72 1.7 1.71 1.71 ... + .. .. [list output truncated] + .. $ u :List of 100 + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 1 1 1 1 1 1 1 1 1 1 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 2 2 2 2 2 2 2 2 2 2 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 3 3 3 3 3 3 3 3 3 3 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 4 4 4 4 4 4 4 4 4 4 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 5 5 5 5 5 5 5 5 5 5 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [297 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:297] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:297] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:297] 6 6 6 6 6 6 6 6 6 6 ... + .. .. ..$ unlabeled_1: num [1:297] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:297] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:297] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:297] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 7 7 7 7 7 7 7 7 7 7 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 8 8 8 8 8 8 8 8 8 8 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 9 9 9 9 9 9 9 9 9 9 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [298 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:298] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:298] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:298] 10 10 10 10 10 10 10 10 10 10 ... + .. .. ..$ unlabeled_1: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:298] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 11 11 11 11 11 11 11 11 11 11 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 12 12 12 12 12 12 12 12 12 12 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 13 13 13 13 13 13 13 13 13 13 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 14 14 14 14 14 14 14 14 14 14 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 15 15 15 15 15 15 15 15 15 15 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 16 16 16 16 16 16 16 16 16 16 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 17 17 17 17 17 17 17 17 17 17 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:304] 18 18 18 18 18 18 18 18 18 18 ... + .. .. ..$ unlabeled_1: num [1:304] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:304] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 19 19 19 19 19 19 19 19 19 19 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 20 20 20 20 20 20 20 20 20 20 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 21 21 21 21 21 21 21 21 21 21 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 22 22 22 22 22 22 22 22 22 22 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 23 23 23 23 23 23 23 23 23 23 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 24 24 24 24 24 24 24 24 24 24 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 25 25 25 25 25 25 25 25 25 25 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 26 26 26 26 26 26 26 26 26 26 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 27 27 27 27 27 27 27 27 27 27 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 28 28 28 28 28 28 28 28 28 28 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 29 29 29 29 29 29 29 29 29 29 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [298 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:298] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:298] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:298] 30 30 30 30 30 30 30 30 30 30 ... + .. .. ..$ unlabeled_1: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:298] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 31 31 31 31 31 31 31 31 31 31 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 32 32 32 32 32 32 32 32 32 32 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 33 33 33 33 33 33 33 33 33 33 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 34 34 34 34 34 34 34 34 34 34 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 35 35 35 35 35 35 35 35 35 35 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 36 36 36 36 36 36 36 36 36 36 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 37 37 37 37 37 37 37 37 37 37 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:304] 38 38 38 38 38 38 38 38 38 38 ... + .. .. ..$ unlabeled_1: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:304] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 39 39 39 39 39 39 39 39 39 39 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [298 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:298] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:298] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:298] 40 40 40 40 40 40 40 40 40 40 ... + .. .. ..$ unlabeled_1: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:298] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 41 41 41 41 41 41 41 41 41 41 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 42 42 42 42 42 42 42 42 42 42 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 43 43 43 43 43 43 43 43 43 43 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 44 44 44 44 44 44 44 44 44 44 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 45 45 45 45 45 45 45 45 45 45 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 46 46 46 46 46 46 46 46 46 46 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 47 47 47 47 47 47 47 47 47 47 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 48 48 48 48 48 48 48 48 48 48 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 49 49 49 49 49 49 49 49 49 49 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 50 50 50 50 50 50 50 50 50 50 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 51 51 51 51 51 51 51 51 51 51 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 52 52 52 52 52 52 52 52 52 52 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 53 53 53 53 53 53 53 53 53 53 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 54 54 54 54 54 54 54 54 54 54 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 55 55 55 55 55 55 55 55 55 55 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 56 56 56 56 56 56 56 56 56 56 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 57 57 57 57 57 57 57 57 57 57 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 58 58 58 58 58 58 58 58 58 58 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 59 59 59 59 59 59 59 59 59 59 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 60 60 60 60 60 60 60 60 60 60 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 61 61 61 61 61 61 61 61 61 61 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:304] 62 62 62 62 62 62 62 62 62 62 ... + .. .. ..$ unlabeled_1: num [1:304] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:304] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:304] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [298 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:298] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:298] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:298] 63 63 63 63 63 63 63 63 63 63 ... + .. .. ..$ unlabeled_1: num [1:298] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:298] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:298] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 64 64 64 64 64 64 64 64 64 64 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 65 65 65 65 65 65 65 65 65 65 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 66 66 66 66 66 66 66 66 66 66 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 67 67 67 67 67 67 67 67 67 67 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 68 68 68 68 68 68 68 68 68 68 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 69 69 69 69 69 69 69 69 69 69 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:304] 70 70 70 70 70 70 70 70 70 70 ... + .. .. ..$ unlabeled_1: num [1:304] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:304] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 71 71 71 71 71 71 71 71 71 71 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 72 72 72 72 72 72 72 72 72 72 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:304] 73 73 73 73 73 73 73 73 73 73 ... + .. .. ..$ unlabeled_1: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:304] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:304] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 74 74 74 74 74 74 74 74 74 74 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 75 75 75 75 75 75 75 75 75 75 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:304] 76 76 76 76 76 76 76 76 76 76 ... + .. .. ..$ unlabeled_1: num [1:304] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:304] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:304] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 77 77 77 77 77 77 77 77 77 77 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 78 78 78 78 78 78 78 78 78 78 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 79 79 79 79 79 79 79 79 79 79 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 80 80 80 80 80 80 80 80 80 80 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 81 81 81 81 81 81 81 81 81 81 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 82 82 82 82 82 82 82 82 82 82 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 83 83 83 83 83 83 83 83 83 83 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 84 84 84 84 84 84 84 84 84 84 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 85 85 85 85 85 85 85 85 85 85 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 86 86 86 86 86 86 86 86 86 86 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 87 87 87 87 87 87 87 87 87 87 ... + .. .. ..$ unlabeled_1: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [304 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:304] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:304] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:304] 88 88 88 88 88 88 88 88 88 88 ... + .. .. ..$ unlabeled_1: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:304] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:304] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 89 89 89 89 89 89 89 89 89 89 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 90 90 90 90 90 90 90 90 90 90 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 91 91 91 91 91 91 91 91 91 91 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 92 92 92 92 92 92 92 92 92 92 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 93 93 93 93 93 93 93 93 93 93 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 94 94 94 94 94 94 94 94 94 94 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 95 95 95 95 95 95 95 95 95 95 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 96 96 96 96 96 96 96 96 96 96 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 97 97 97 97 97 97 97 97 97 97 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [298 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:298] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:298] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:298] 98 98 98 98 98 98 98 98 98 98 ... + .. .. ..$ unlabeled_1: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_3: num [1:298] 1.7 1.71 1.72 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:298] 1.7 1.71 1.71 1.71 1.72 ... + .. ..$ : tibble [305 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:305] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:305] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:305] 99 99 99 99 99 99 99 99 99 99 ... + .. .. ..$ unlabeled_1: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_2: num [1:305] 1.71 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:305] 1.7 1.71 1.71 1.71 1.72 ... + .. .. ..$ unlabeled_4: num [1:305] 1.7 1.71 1.71 1.71 1.71 ... + .. .. [list output truncated] + .. $ n : int 100 + .. $ seed : num 99 + .. $ allow_failures: logi TRUE + @ EAF : tibble [30,678 x 12] (S3: tbl_df/tbl/data.frame) + $ feature_id : chr [1:30678] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + $ resample : chr [1:30678] "1" "1" "1" "1" ... + $ W_lab_mean : num [1:30678] 1.7 1.72 1.71 1.71 1.71 ... + $ W_unlab_mean: num [1:30678] 1.7 1.71 1.71 1.71 1.72 ... + $ observed : logi [1:30678] FALSE FALSE FALSE FALSE FALSE FALSE ... + $ Z : num [1:30678] -0.00424 0.00243 -0.00788 -0.00332 -0.00369 ... + $ G : num [1:30678] 0.697 0.8 0.817 0.795 0.837 ... + $ M : num [1:30678] 308 308 308 308 308 ... + $ atom_count : num [1:30678] 9.65 9.6 9.59 9.6 9.58 ... + $ M_labeledmax: num [1:30678] 318 318 318 318 318 ... + $ M_labeled : num [1:30678] 307 309 307 307 307 ... + $ EAF : num [1:30678] -0.0786 0.0452 -0.1463 -0.0617 -0.0685 ... + @ growth :List of 1 + .. $ propO: num 1 + + $Normal + + @ source_data : + .. @ data : tibble [15 x 6] (S3: tbl_df/tbl/data.frame) + $ isotope : chr [1:15] "12C" "12C" "12C" "12C" ... + $ isotopolog : chr [1:15] "glucose" "glucose" "glucose" "glucose" ... + $ source_mat_id : chr [1:15] "S149" "S150" "S151" "S152" ... + $ total_copies_per_g: num [1:15] 34838665 53528072 95774992 9126192 41744046 ... + $ total_dna : num [1:15] 74.5 109 182.2 23.7 67.6 ... + $ Moisture : chr [1:15] "Normal" "Normal" "Normal" "Normal" ... + .. @ isotope : chr "Isotope" + .. @ isotopolog : chr "isotopolog" + .. @ source_mat_id : chr "source" + .. @ time : chr "NULL" + .. @ total_abundance: chr "NULL" + @ sample_data : + .. @ data : tibble [284 x 7] (S3: tbl_df/tbl/data.frame) + $ sample_id : chr [1:284] "149_F1" "149_F2" "149_F3" "149_F4" ... + $ source_mat_id : chr [1:284] "S149" "S149" "S149" "S149" ... + $ gradient_position : int [1:284] 1 2 3 4 5 6 7 8 9 10 ... + $ gradient_pos_density: num [1:284] 1.78 1.77 1.77 1.76 1.75 ... + $ gradient_pos_amt : num [1:284] 4474 987 4003 3960 5726 ... + $ gradient_pos_rel_amt: num [1:284] 1.28e-04 2.83e-05 1.15e-04 1.14e-04 1.64e-04 ... + $ dna_conc : num [1:284] 0 0 0 0 0.00124 ... + .. @ sample_id : chr "sample" + .. @ source_mat_id : chr "source" + .. @ gradient_position : chr "Fraction" + .. @ gradient_pos_density: chr "density_g_ml" + .. @ gradient_pos_amt : chr "avg_16S_g_soil" + .. @ gradient_pos_rel_amt: chr "gradient_pos_rel_amt" + @ feature_data : + .. @ data : tibble [2,030 x 285] (S3: tbl_df/tbl/data.frame) + $ feature_id: chr [1:2030] "ASV_1" "ASV_2" "ASV_3" "ASV_4" ... + $ 149_F1 : num [1:2030] 1245 1471 342 288 317 ... + $ 149_F2 : num [1:2030] 376 569 152 119 108 73 82 47 74 58 ... + $ 149_F3 : num [1:2030] 582 830 211 161 95 130 102 52 89 73 ... + $ 149_F4 : num [1:2030] 1258 1373 389 294 292 ... + $ 149_F5 : num [1:2030] 692 737 218 157 164 112 136 90 83 64 ... + $ 149_F6 : num [1:2030] 1482 1777 461 381 310 ... + $ 149_F7 : num [1:2030] 812 2086 304 242 216 ... + $ 149_F8 : num [1:2030] 743 2603 293 219 188 ... + $ 149_F9 : num [1:2030] 285 3375 134 135 83 ... + $ 149_F10 : num [1:2030] 47 1145 30 27 27 ... + $ 149_F11 : num [1:2030] 265 2236 187 147 80 ... + $ 149_F12 : num [1:2030] 434 982 221 215 110 85 86 79 171 94 ... + $ 149_F13 : num [1:2030] 773 436 446 378 303 141 34 26 153 72 ... + $ 149_F14 : num [1:2030] 4695 829 1702 1520 1237 ... + $ 149_F15 : num [1:2030] 3967 918 1065 844 795 ... + $ 149_F16 : num [1:2030] 2295 1077 721 561 549 ... + $ 149_F17 : num [1:2030] 1411 974 536 498 413 ... + $ 149_F18 : num [1:2030] 780 584 335 223 244 121 36 34 93 56 ... + $ 149_F19 : num [1:2030] 2000 1626 836 734 646 ... + $ 150_F1 : num [1:2030] 197 2006 111 81 79 ... + $ 150_F2 : num [1:2030] 131 1445 76 85 53 ... + $ 150_F3 : num [1:2030] 177 1854 113 110 71 ... + $ 150_F4 : num [1:2030] 384 1844 163 118 105 ... + $ 150_F5 : num [1:2030] 543 5403 340 327 211 ... + $ 150_F6 : num [1:2030] 591 5568 343 344 261 ... + $ 150_F7 : num [1:2030] 472 5450 345 291 205 97 143 159 222 158 ... + $ 150_F8 : num [1:2030] 536 6331 384 332 236 ... + $ 150_F9 : num [1:2030] 330 4722 277 227 151 ... + $ 150_F10 : num [1:2030] 409 5425 317 295 184 ... + $ 150_F11 : num [1:2030] 313 3498 248 202 137 ... + $ 150_F12 : num [1:2030] 229 1762 149 148 84 ... + $ 150_F13 : num [1:2030] 616 2329 460 397 249 ... + $ 150_F14 : num [1:2030] 1339 2197 715 728 406 ... + $ 150_F15 : num [1:2030] 1986 1647 787 724 541 ... + $ 150_F16 : num [1:2030] 2581 1996 1003 897 661 ... + $ 150_F17 : num [1:2030] 1869 1970 757 679 468 ... + $ 150_F18 : num [1:2030] 1069 1384 494 436 304 ... + $ 150_F19 : num [1:2030] 1627 2266 706 595 486 ... + $ 151_F1 : num [1:2030] 392 1920 104 94 103 0 70 59 81 89 ... + $ 151_F2 : num [1:2030] 300 1581 121 76 95 ... + $ 151_F3 : num [1:2030] 140 1539 64 44 26 ... + $ 151_F4 : num [1:2030] 250 1681 92 92 62 ... + $ 151_F5 : num [1:2030] 232 1953 113 107 99 ... + $ 151_F6 : num [1:2030] 220 1612 85 86 95 ... + $ 151_F7 : num [1:2030] 292 3057 89 108 93 ... + $ 151_F8 : num [1:2030] 256 4118 117 120 86 ... + $ 151_F9 : num [1:2030] 179 3199 67 59 56 ... + $ 151_F10 : num [1:2030] 142 3265 75 51 53 ... + $ 151_F11 : num [1:2030] 56 1393 0 42 30 ... + $ 151_F12 : num [1:2030] 102 1280 65 53 38 0 48 44 94 53 ... + $ 151_F13 : num [1:2030] 462 1588 290 258 172 ... + $ 151_F14 : num [1:2030] 1462 1001 618 511 401 ... + $ 151_F15 : num [1:2030] 2670 819 636 594 699 390 26 26 136 80 ... + $ 151_F16 : num [1:2030] 3248 1404 747 576 498 ... + $ 151_F17 : num [1:2030] 1070 736 292 201 258 165 22 34 77 49 ... + $ 151_F18 : num [1:2030] 1154 1249 361 325 335 ... + $ 151_F19 : num [1:2030] 846 1084 288 222 237 ... + $ 152_F1 : num [1:2030] 505 259 78 67 92 73 40 27 57 49 ... + $ 152_F2 : num [1:2030] 1258 1063 248 232 381 ... + $ 152_F3 : num [1:2030] 1964 1848 437 388 379 ... + $ 152_F4 : num [1:2030] 2236 2235 439 424 494 ... + $ 152_F5 : num [1:2030] 2223 3934 525 467 561 ... + $ 152_F6 : num [1:2030] 2921 4021 691 494 814 ... + $ 152_F7 : num [1:2030] 1187 1133 182 203 270 ... + $ 152_F8 : num [1:2030] 1236 1993 191 267 336 ... + $ 152_F9 : num [1:2030] 507 1611 92 107 114 ... + $ 152_F10 : num [1:2030] 345 4983 112 90 127 ... + $ 152_F11 : num [1:2030] 248 5557 111 76 83 ... + $ 152_F12 : num [1:2030] 330 5867 158 120 152 ... + $ 152_F13 : num [1:2030] 1083 5397 427 384 498 ... + $ 152_F14 : num [1:2030] 7262 6213 1988 1983 2577 ... + $ 152_F15 : num [1:2030] 11167 2384 1984 1833 3347 ... + $ 152_F16 : num [1:2030] 7663 1320 1036 893 2256 ... + $ 152_F17 : num [1:2030] 3701 844 495 397 1022 ... + $ 152_F18 : num [1:2030] 2590 2182 489 429 792 ... + $ 152_F19 : num [1:2030] 3171 3549 658 574 969 ... + $ 161_F1 : num [1:2030] 752 887 208 175 135 132 168 74 81 57 ... + $ 161_F2 : num [1:2030] 458 469 106 122 132 118 93 45 45 51 ... + $ 161_F3 : num [1:2030] 1530 1710 447 330 297 210 277 147 125 127 ... + $ 161_F4 : num [1:2030] 1790 1348 678 762 835 ... + $ 161_F5 : num [1:2030] 1262 1607 309 245 319 ... + $ 161_F6 : num [1:2030] 1056 1237 254 266 258 ... + $ 161_F7 : num [1:2030] 306 618 92 82 82 66 96 34 62 44 ... + $ 161_F8 : num [1:2030] 586 622 181 144 144 90 76 62 101 42 ... + $ 161_F9 : num [1:2030] 497 2950 159 128 93 87 329 200 88 84 ... + $ 161_F10 : num [1:2030] 260 2219 105 102 78 ... + $ 161_F11 : num [1:2030] 316 4221 166 168 136 ... + $ 161_F12 : num [1:2030] 628 3171 382 363 252 ... + $ 161_F13 : num [1:2030] 2514 2370 1206 1179 710 ... + $ 161_F14 : num [1:2030] 4013 1308 1252 1162 992 ... + $ 161_F15 : num [1:2030] 2254 593 594 473 455 ... + $ 161_F16 : num [1:2030] 4370 1733 896 827 920 ... + $ 161_F17 : num [1:2030] 1025 886 268 240 228 ... + $ 161_F18 : num [1:2030] 1855 1789 499 503 524 ... + $ 161_F19 : num [1:2030] 2467 3394 754 622 629 ... + $ 162_F1 : num [1:2030] 272 1115 137 126 92 ... + $ 162_F2 : num [1:2030] 214 355 64 86 85 44 578 160 82 32 ... + $ 162_F3 : num [1:2030] 529 920 239 217 216 ... + [list output truncated] + .. @ feature_id: chr "ASV" + .. @ taxonomy :'data.frame': 0 obs. of 0 variables + .. @ type : chr "counts" + @ shared :List of 2 + .. $ source_mat_ids:List of 3 + .. ..$ shared : chr [1:15] "S149" "S150" "S151" "S152" ... + .. ..$ source_data: NULL + .. ..$ sample_data: NULL + .. $ sample_ids :List of 3 + .. ..$ shared : chr [1:284] "149_F1" "149_F2" "149_F3" "149_F4" ... + .. ..$ sample_data : NULL + .. ..$ feature_data: NULL + @ tube_rel_abundance : tibble [11,941 x 6] (S3: tbl_df/tbl/data.frame) + $ feature_id : chr [1:11941] "ASV_1" "ASV_1" "ASV_1" "ASV_1" ... + $ sample_id : chr [1:11941] "149_F1" "149_F2" "149_F3" "149_F4" ... + $ source_mat_id : chr [1:11941] "S149" "S149" "S149" "S149" ... + $ tube_rel_abundance : num [1:11941] 1.80e-05 4.11e-06 1.60e-05 1.67e-05 2.82e-05 ... + $ gradient_pos_density: num [1:11941] 1.78 1.77 1.77 1.76 1.75 ... + $ gradient_pos_rel_amt: num [1:11941] 1.28e-04 2.83e-05 1.15e-04 1.14e-04 1.64e-04 ... + @ wads : tibble [1,583 x 4] (S3: tbl_df/tbl/data.frame) + $ feature_id : chr [1:1583] "ASV_101" "ASV_106" "ASV_106" "ASV_109" ... + $ source_mat_id: chr [1:1583] "S179" "S149" "S179" "S151" ... + $ WAD : num [1:1583] 1.71 1.75 1.76 1.71 1.72 ... + $ n_fractions : int [1:1583] 1 1 1 1 1 1 1 1 1 1 ... + @ source_wads : tibble [7 x 2] (S3: tbl_df/tbl/data.frame) + $ source_mat_id: chr [1:7] "S149" "S150" "S151" "S152" ... + $ WAD : num [1:7] 1.71 1.71 1.71 1.71 1.72 ... + @ fraction_counts : tibble [1,673 x 3] (S3: tbl_df/tbl/data.frame) + $ feature_id : chr [1:1673] "ASV_1" "ASV_1" "ASV_1" "ASV_1" ... + $ source_mat_id: chr [1:1673] "S149" "S179" "S180" "S151" ... + $ n_fractions : int [1:1673] 19 16 19 19 19 19 18 19 16 19 ... + @ filtered_feature_data: tibble [239 x 134] (S3: tbl_df/tbl/data.frame) + $ feature_id: chr [1:239] "ASV_1" "ASV_2" "ASV_3" "ASV_4" ... + $ 149_F1 : num [1:239] 1.80e-05 2.13e-05 4.95e-06 4.17e-06 4.59e-06 ... + $ 149_F2 : num [1:239] 4.11e-06 6.21e-06 1.66e-06 1.30e-06 1.18e-06 ... + $ 149_F3 : num [1:239] 1.60e-05 2.28e-05 5.79e-06 4.41e-06 2.60e-06 ... + $ 149_F4 : num [1:239] 1.67e-05 1.82e-05 5.16e-06 3.90e-06 3.87e-06 ... + $ 149_F5 : num [1:239] 2.82e-05 3.01e-05 8.89e-06 6.41e-06 6.69e-06 ... + $ 149_F6 : num [1:239] 3.10e-05 3.72e-05 9.66e-06 7.98e-06 6.49e-06 ... + $ 149_F7 : num [1:239] 7.10e-05 1.82e-04 2.66e-05 2.12e-05 1.89e-05 ... + $ 149_F8 : num [1:239] 1.69e-04 5.92e-04 6.67e-05 4.98e-05 4.28e-05 ... + $ 149_F9 : num [1:239] 0.000889 0.010524 0.000418 0.000421 0.000259 ... + $ 149_F10 : num [1:239] 0.00206 0.05008 0.00131 0.00118 0.00118 ... + $ 149_F11 : num [1:239] 0.0087 0.07339 0.00614 0.00483 0.00263 ... + $ 149_F12 : num [1:239] 0.00615 0.01391 0.00313 0.00304 0.00156 ... + $ 149_F13 : num [1:239] 0.01298 0.00732 0.00749 0.00635 0.00509 ... + $ 149_F14 : num [1:239] 0.01076 0.0019 0.0039 0.00348 0.00284 ... + $ 149_F15 : num [1:239] 0.01365 0.00316 0.00366 0.0029 0.00274 ... + $ 149_F16 : num [1:239] 0.003086 0.001448 0.000969 0.000754 0.000738 ... + $ 149_F17 : num [1:239] 0.001462 0.001009 0.000555 0.000516 0.000428 ... + $ 149_F18 : num [1:239] 0.001273 0.000953 0.000547 0.000364 0.000398 ... + $ 149_F19 : num [1:239] 0.000557 0.000452 0.000233 0.000204 0.00018 ... + $ 150_F1 : num [1:239] 8.10e-06 8.25e-05 4.56e-06 3.33e-06 3.25e-06 ... + $ 150_F2 : num [1:239] 1.47e-05 1.63e-04 8.55e-06 9.56e-06 5.96e-06 ... + $ 150_F3 : num [1:239] 2.25e-05 2.36e-04 1.44e-05 1.40e-05 9.04e-06 ... + $ 150_F4 : num [1:239] 6.32e-05 3.03e-04 2.68e-05 1.94e-05 1.73e-05 ... + $ 150_F5 : num [1:239] 4.96e-05 4.93e-04 3.10e-05 2.98e-05 1.93e-05 ... + $ 150_F6 : num [1:239] 5.47e-05 5.15e-04 3.17e-05 3.18e-05 2.41e-05 ... + $ 150_F7 : num [1:239] 1.29e-04 1.49e-03 9.44e-05 7.96e-05 5.61e-05 ... + $ 150_F8 : num [1:239] 1.99e-04 2.35e-03 1.43e-04 1.23e-04 8.77e-05 ... + $ 150_F9 : num [1:239] 0.000591 0.008459 0.000496 0.000407 0.00027 ... + $ 150_F10 : num [1:239] 0.001678 0.022263 0.001301 0.001211 0.000755 ... + $ 150_F11 : num [1:239] 0.00345 0.03851 0.00273 0.00222 0.00151 ... + $ 150_F12 : num [1:239] 0.00929 0.07152 0.00605 0.00601 0.00341 ... + $ 150_F13 : num [1:239] 0.00909 0.03437 0.00679 0.00586 0.00367 ... + $ 150_F14 : num [1:239] 0.0117 0.0192 0.00625 0.00636 0.00355 ... + $ 150_F15 : num [1:239] 0.01243 0.01031 0.00493 0.00453 0.00339 ... + $ 150_F16 : num [1:239] 0.00585 0.00452 0.00227 0.00203 0.0015 ... + $ 150_F17 : num [1:239] 0.003046 0.003211 0.001234 0.001107 0.000763 ... + $ 150_F18 : num [1:239] 0.001988 0.002573 0.000918 0.000811 0.000565 ... + $ 150_F19 : num [1:239] 0.001203 0.001675 0.000522 0.00044 0.000359 ... + $ 151_F1 : num [1:239] 1.08e-06 5.27e-06 2.85e-07 2.58e-07 2.83e-07 ... + $ 151_F2 : num [1:239] 1.84e-06 9.71e-06 7.43e-07 4.67e-07 5.83e-07 ... + $ 151_F3 : num [1:239] 6.69e-06 7.36e-05 3.06e-06 2.10e-06 1.24e-06 ... + $ 151_F4 : num [1:239] 2.22e-06 1.49e-05 8.16e-07 8.16e-07 5.50e-07 ... + $ 151_F5 : num [1:239] 4.23e-06 3.56e-05 2.06e-06 1.95e-06 1.81e-06 ... + $ 151_F6 : num [1:239] 7.84e-06 5.74e-05 3.03e-06 3.06e-06 3.38e-06 ... + $ 151_F7 : num [1:239] 1.68e-05 1.76e-04 5.13e-06 6.23e-06 5.36e-06 ... + $ 151_F8 : num [1:239] 5.39e-05 8.67e-04 2.46e-05 2.53e-05 1.81e-05 ... + $ 151_F9 : num [1:239] 2.52e-04 4.51e-03 9.45e-05 8.32e-05 7.90e-05 ... + $ 151_F10 : num [1:239] 0.001131 0.026011 0.000598 0.000406 0.000422 ... + $ 151_F11 : num [1:239] 0.00321 0.07985 0 0.00241 0.00172 ... + $ 151_F12 : num [1:239] 0.00804 0.10093 0.00513 0.00418 0.003 ... + $ 151_F13 : num [1:239] 0.01421 0.04884 0.00892 0.00794 0.00529 ... + $ 151_F14 : num [1:239] 0.02032 0.01392 0.00859 0.0071 0.00557 ... + $ 151_F15 : num [1:239] 0.01568 0.00481 0.00373 0.00349 0.0041 ... + $ 151_F16 : num [1:239] 0.00742 0.00321 0.00171 0.00132 0.00114 ... + $ 151_F17 : num [1:239] 0.002198 0.001512 0.0006 0.000413 0.00053 ... + $ 151_F18 : num [1:239] 0.00102 0.001104 0.000319 0.000287 0.000296 ... + $ 151_F19 : num [1:239] 0.000755 0.000968 0.000257 0.000198 0.000212 ... + $ 152_F1 : num [1:239] 7.24e-06 3.71e-06 1.12e-06 9.60e-07 1.32e-06 ... + $ 152_F2 : num [1:239] 6.72e-06 5.68e-06 1.33e-06 1.24e-06 2.04e-06 ... + $ 152_F3 : num [1:239] 8.12e-06 7.64e-06 1.81e-06 1.60e-06 1.57e-06 ... + $ 152_F4 : num [1:239] 9.27e-06 9.27e-06 1.82e-06 1.76e-06 2.05e-06 ... + $ 152_F5 : num [1:239] 1.83e-05 3.24e-05 4.33e-06 3.85e-06 4.63e-06 ... + $ 152_F6 : num [1:239] 1.75e-05 2.41e-05 4.14e-06 2.96e-06 4.88e-06 ... + $ 152_F7 : num [1:239] 3.02e-05 2.88e-05 4.63e-06 5.17e-06 6.87e-06 ... + $ 152_F8 : num [1:239] 8.77e-05 1.41e-04 1.36e-05 1.89e-05 2.38e-05 ... + $ 152_F9 : num [1:239] 2.43e-04 7.74e-04 4.42e-05 5.14e-05 5.47e-05 ... + $ 152_F10 : num [1:239] 0.000693 0.010015 0.000225 0.000181 0.000255 ... + $ 152_F11 : num [1:239] 0.001793 0.040173 0.000802 0.000549 0.0006 ... + $ 152_F12 : num [1:239] 0.00437 0.0777 0.00209 0.00159 0.00201 ... + $ 152_F13 : num [1:239] 0.01002 0.04994 0.00395 0.00355 0.00461 ... + $ 152_F14 : num [1:239] 0.01858 0.0159 0.00509 0.00507 0.00659 ... + $ 152_F15 : num [1:239] 0.01783 0.00381 0.00317 0.00293 0.00534 ... + $ 152_F16 : num [1:239] 0.01553 0.00268 0.0021 0.00181 0.00457 ... + $ 152_F17 : num [1:239] 8.65e-04 1.97e-04 1.16e-04 9.28e-05 2.39e-04 ... + $ 152_F18 : num [1:239] 0.000887 0.000748 0.000168 0.000147 0.000271 ... + $ 152_F19 : num [1:239] 0.000672 0.000753 0.00014 0.000122 0.000205 ... + $ 178_F1 : num [1:239] 1.60e-05 1.49e-03 3.08e-05 2.61e-05 1.43e-05 ... + $ 178_F2 : num [1:239] 2.99e-05 1.99e-03 5.62e-05 3.38e-05 1.46e-05 ... + $ 178_F3 : num [1:239] 1.03e-04 3.76e-03 8.72e-05 7.08e-05 3.56e-05 ... + $ 178_F4 : num [1:239] 4.74e-05 7.86e-03 1.28e-04 8.28e-05 3.16e-05 ... + $ 178_F5 : num [1:239] 1.13e-04 1.44e-02 2.18e-04 1.86e-04 9.71e-05 ... + $ 178_F6 : num [1:239] 0.000174 0.018974 0.000632 0.000574 0.000206 ... + $ 178_F7 : num [1:239] 0.000408 0.022889 0.001434 0.00132 0.000522 ... + $ 178_F8 : num [1:239] 0.000993 0.015303 0.002653 0.002229 0.000749 ... + $ 178_F9 : num [1:239] 0.002239 0.00957 0.004002 0.002851 0.000551 ... + $ 178_F10 : num [1:239] 0.005833 0.006502 0.004996 0.003538 0.000645 ... + $ 178_F11 : num [1:239] 0.01049 0.00302 0.0043 0.00375 0 ... + $ 178_F12 : num [1:239] 0.01847 0.00184 0.00583 0.00484 0 ... + $ 178_F13 : num [1:239] 0.025031 0.000921 0.006054 0.00439 0 ... + $ 178_F14 : num [1:239] 0.014022 0.000441 0.002482 0.002147 0 ... + $ 178_F15 : num [1:239] 0.00957 0.00035 0.00138 0.00119 0 ... + $ 178_F16 : num [1:239] 5.21e-03 2.71e-04 8.18e-04 7.05e-04 3.07e-05 ... + $ 178_F17 : num [1:239] 3.45e-03 2.64e-04 5.38e-04 5.16e-04 3.95e-05 ... + $ 178_F18 : num [1:239] 2.00e-03 2.42e-04 4.08e-04 3.41e-04 1.49e-05 ... + $ 179_F1 : num [1:239] 3.97e-06 1.81e-05 1.93e-06 1.68e-06 6.93e-07 ... + $ 179_F2 : num [1:239] 3.71e-06 2.92e-05 1.63e-06 1.05e-06 5.50e-07 ... + $ 179_F3 : num [1:239] 6.29e-06 7.23e-05 2.06e-06 0.00 0.00 ... + $ 179_F4 : num [1:239] 4.40e-06 3.92e-04 0.00 3.72e-06 0.00 ... + [list output truncated] + @ filtered_wad_data : tibble [239 x 8] (S3: tbl_df/tbl/data.frame) + $ feature_id: chr [1:239] "ASV_101" "ASV_106" "ASV_109" "ASV_111" ... + $ S179 : num [1:239] 1.71 1.76 1.71 1.71 1.71 ... + $ S149 : num [1:239] 1.72 1.75 1.71 1.73 1.72 ... + $ S151 : num [1:239] 1.7 NA 1.71 1.72 1.71 ... + $ S178 : num [1:239] 1.72 1.75 1.71 1.72 1.71 ... + $ S150 : num [1:239] 1.71 1.72 1.71 1.73 1.71 ... + $ S180 : num [1:239] 1.72 1.73 1.71 1.72 1.71 ... + $ S152 : num [1:239] 1.72 1.76 1.71 1.72 1.71 ... + @ filter_results :List of 10 + .. $ group : chr "Normal" + .. $ source_filtered : tibble [1,506 x 5] (S3: tbl_df/tbl/data.frame) + .. ..$ feature_id : chr [1:1506] "ASV_1" "ASV_1" "ASV_10" "ASV_10" ... + .. ..$ type : chr [1:1506] "labeled" "unlabeled" "labeled" "unlabeled" ... + .. ..$ n_sources : int [1:1506] 3 4 3 4 3 4 0 1 0 1 ... + .. ..$ mean_tube_rel_abundance: num [1:1506] 0.08694 0.0672 0.01458 0.0132 0.00339 ... + .. ..$ source_call : chr [1:1506] "Source Passed" "Source Passed" "Source Passed" "Source Passed" ... + .. $ fraction_filtered : tibble [10,122 x 6] (S3: tbl_df/tbl/data.frame) + .. ..$ feature_id : chr [1:10122] "ASV_1" "ASV_1" "ASV_1" "ASV_1" ... + .. ..$ source_mat_id : chr [1:10122] "S149" "S150" "S151" "S152" ... + .. ..$ n_fractions : int [1:10122] 19 19 19 19 18 16 19 19 19 19 ... + .. ..$ tube_rel_abundance: num [1:10122] 0.0619 0.0609 0.0743 0.0717 0.0982 ... + .. ..$ type : chr [1:10122] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. ..$ fraction_call : chr [1:10122] "Fraction Passed" "Fraction Passed" "Fraction Passed" "Fraction Passed" ... + .. $ retained_features : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. $ labeled_source_mat_ids : chr [1:3] "S178" "S179" "S180" + .. $ unlabeled_source_mat_ids: chr [1:4] "S149" "S150" "S151" "S152" + .. $ min_labeled_sources : num 2 + .. $ min_unlabeled_sources : num 2 + .. $ min_labeled_fractions : num 2 + .. $ min_unlabeled_fractions : num 2 + @ resamples :List of 5 + .. $ l :List of 100 + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 1 1 1 1 1 1 1 1 1 1 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 2 2 2 2 2 2 2 2 2 2 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [231 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:231] 3 3 3 3 3 3 3 3 3 3 ... + .. .. ..$ labeled_1 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 4 4 4 4 4 4 4 4 4 4 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [231 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:231] 5 5 5 5 5 5 5 5 5 5 ... + .. .. ..$ labeled_1 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 6 6 6 6 6 6 6 6 6 6 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 7 7 7 7 7 7 7 7 7 7 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 8 8 8 8 8 8 8 8 8 8 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 9 9 9 9 9 9 9 9 9 9 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 10 10 10 10 10 10 10 10 10 10 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 11 11 11 11 11 11 11 11 11 11 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 12 12 12 12 12 12 12 12 12 12 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 13 13 13 13 13 13 13 13 13 13 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 14 14 14 14 14 14 14 14 14 14 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 15 15 15 15 15 15 15 15 15 15 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 16 16 16 16 16 16 16 16 16 16 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 17 17 17 17 17 17 17 17 17 17 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 18 18 18 18 18 18 18 18 18 18 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 19 19 19 19 19 19 19 19 19 19 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 20 20 20 20 20 20 20 20 20 20 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 21 21 21 21 21 21 21 21 21 21 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 22 22 22 22 22 22 22 22 22 22 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 23 23 23 23 23 23 23 23 23 23 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 24 24 24 24 24 24 24 24 24 24 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 25 25 25 25 25 25 25 25 25 25 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 26 26 26 26 26 26 26 26 26 26 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 27 27 27 27 27 27 27 27 27 27 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 28 28 28 28 28 28 28 28 28 28 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 29 29 29 29 29 29 29 29 29 29 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 30 30 30 30 30 30 30 30 30 30 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 31 31 31 31 31 31 31 31 31 31 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 32 32 32 32 32 32 32 32 32 32 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 33 33 33 33 33 33 33 33 33 33 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 34 34 34 34 34 34 34 34 34 34 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 35 35 35 35 35 35 35 35 35 35 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 36 36 36 36 36 36 36 36 36 36 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 37 37 37 37 37 37 37 37 37 37 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 38 38 38 38 38 38 38 38 38 38 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 39 39 39 39 39 39 39 39 39 39 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 40 40 40 40 40 40 40 40 40 40 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 41 41 41 41 41 41 41 41 41 41 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 42 42 42 42 42 42 42 42 42 42 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 43 43 43 43 43 43 43 43 43 43 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 44 44 44 44 44 44 44 44 44 44 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 45 45 45 45 45 45 45 45 45 45 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 46 46 46 46 46 46 46 46 46 46 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 47 47 47 47 47 47 47 47 47 47 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 48 48 48 48 48 48 48 48 48 48 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 49 49 49 49 49 49 49 49 49 49 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 50 50 50 50 50 50 50 50 50 50 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 51 51 51 51 51 51 51 51 51 51 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 52 52 52 52 52 52 52 52 52 52 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 53 53 53 53 53 53 53 53 53 53 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 54 54 54 54 54 54 54 54 54 54 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 55 55 55 55 55 55 55 55 55 55 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 56 56 56 56 56 56 56 56 56 56 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 57 57 57 57 57 57 57 57 57 57 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 58 58 58 58 58 58 58 58 58 58 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [228 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:228] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:228] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:228] 59 59 59 59 59 59 59 59 59 59 ... + .. .. ..$ labeled_1 : num [1:228] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:228] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:228] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [228 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:228] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:228] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:228] 60 60 60 60 60 60 60 60 60 60 ... + .. .. ..$ labeled_1 : num [1:228] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:228] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:228] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 61 61 61 61 61 61 61 61 61 61 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 62 62 62 62 62 62 62 62 62 62 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [231 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:231] 63 63 63 63 63 63 63 63 63 63 ... + .. .. ..$ labeled_1 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 64 64 64 64 64 64 64 64 64 64 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 65 65 65 65 65 65 65 65 65 65 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 66 66 66 66 66 66 66 66 66 66 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 67 67 67 67 67 67 67 67 67 67 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 68 68 68 68 68 68 68 68 68 68 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 69 69 69 69 69 69 69 69 69 69 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 70 70 70 70 70 70 70 70 70 70 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 71 71 71 71 71 71 71 71 71 71 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 72 72 72 72 72 72 72 72 72 72 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [231 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:231] 73 73 73 73 73 73 73 73 73 73 ... + .. .. ..$ labeled_1 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [231 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:231] 74 74 74 74 74 74 74 74 74 74 ... + .. .. ..$ labeled_1 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:231] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 75 75 75 75 75 75 75 75 75 75 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 76 76 76 76 76 76 76 76 76 76 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 77 77 77 77 77 77 77 77 77 77 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 78 78 78 78 78 78 78 78 78 78 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 79 79 79 79 79 79 79 79 79 79 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 80 80 80 80 80 80 80 80 80 80 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 81 81 81 81 81 81 81 81 81 81 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 82 82 82 82 82 82 82 82 82 82 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 83 83 83 83 83 83 83 83 83 83 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 84 84 84 84 84 84 84 84 84 84 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 85 85 85 85 85 85 85 85 85 85 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 86 86 86 86 86 86 86 86 86 86 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 87 87 87 87 87 87 87 87 87 87 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 88 88 88 88 88 88 88 88 88 88 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 89 89 89 89 89 89 89 89 89 89 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 90 90 90 90 90 90 90 90 90 90 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 91 91 91 91 91 91 91 91 91 91 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 92 92 92 92 92 92 92 92 92 92 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 93 93 93 93 93 93 93 93 93 93 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 94 94 94 94 94 94 94 94 94 94 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 95 95 95 95 95 95 95 95 95 95 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 96 96 96 96 96 96 96 96 96 96 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 97 97 97 97 97 97 97 97 97 97 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 98 98 98 98 98 98 98 98 98 98 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. ..$ : tibble [239 x 6] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id: chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "labeled" "labeled" "labeled" "labeled" ... + .. .. ..$ resample : int [1:239] 99 99 99 99 99 99 99 99 99 99 ... + .. .. ..$ labeled_1 : num [1:239] 1.7 1.72 1.71 1.71 1.72 ... + .. .. ..$ labeled_2 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. ..$ labeled_3 : num [1:239] 1.7 1.72 1.71 1.72 1.71 ... + .. .. [list output truncated] + .. $ u :List of 100 + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 1 1 1 1 1 1 1 1 1 1 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 2 2 2 2 2 2 2 2 2 2 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 3 3 3 3 3 3 3 3 3 3 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 4 4 4 4 4 4 4 4 4 4 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [231 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:231] 5 5 5 5 5 5 5 5 5 5 ... + .. .. ..$ unlabeled_1: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:231] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 6 6 6 6 6 6 6 6 6 6 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [231 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:231] 7 7 7 7 7 7 7 7 7 7 ... + .. .. ..$ unlabeled_1: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:231] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:231] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 8 8 8 8 8 8 8 8 8 8 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 9 9 9 9 9 9 9 9 9 9 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [236 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:236] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:236] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:236] 10 10 10 10 10 10 10 10 10 10 ... + .. .. ..$ unlabeled_1: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [233 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:233] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:233] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:233] 11 11 11 11 11 11 11 11 11 11 ... + .. .. ..$ unlabeled_1: num [1:233] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 12 12 12 12 12 12 12 12 12 12 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 13 13 13 13 13 13 13 13 13 13 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [231 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:231] 14 14 14 14 14 14 14 14 14 14 ... + .. .. ..$ unlabeled_1: num [1:231] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 15 15 15 15 15 15 15 15 15 15 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [236 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:236] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:236] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:236] 16 16 16 16 16 16 16 16 16 16 ... + .. .. ..$ unlabeled_1: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 17 17 17 17 17 17 17 17 17 17 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 18 18 18 18 18 18 18 18 18 18 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 19 19 19 19 19 19 19 19 19 19 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 20 20 20 20 20 20 20 20 20 20 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 21 21 21 21 21 21 21 21 21 21 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 22 22 22 22 22 22 22 22 22 22 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 23 23 23 23 23 23 23 23 23 23 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 24 24 24 24 24 24 24 24 24 24 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 25 25 25 25 25 25 25 25 25 25 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 26 26 26 26 26 26 26 26 26 26 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 27 27 27 27 27 27 27 27 27 27 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 28 28 28 28 28 28 28 28 28 28 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 29 29 29 29 29 29 29 29 29 29 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 30 30 30 30 30 30 30 30 30 30 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 31 31 31 31 31 31 31 31 31 31 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 32 32 32 32 32 32 32 32 32 32 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [231 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:231] 33 33 33 33 33 33 33 33 33 33 ... + .. .. ..$ unlabeled_1: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:231] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 34 34 34 34 34 34 34 34 34 34 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 35 35 35 35 35 35 35 35 35 35 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 36 36 36 36 36 36 36 36 36 36 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 37 37 37 37 37 37 37 37 37 37 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 38 38 38 38 38 38 38 38 38 38 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 39 39 39 39 39 39 39 39 39 39 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 40 40 40 40 40 40 40 40 40 40 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 41 41 41 41 41 41 41 41 41 41 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 42 42 42 42 42 42 42 42 42 42 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 43 43 43 43 43 43 43 43 43 43 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [231 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:231] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:231] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:231] 44 44 44 44 44 44 44 44 44 44 ... + .. .. ..$ unlabeled_1: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:231] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:231] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 45 45 45 45 45 45 45 45 45 45 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [233 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:233] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:233] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:233] 46 46 46 46 46 46 46 46 46 46 ... + .. .. ..$ unlabeled_1: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:233] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:233] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [233 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:233] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:233] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:233] 47 47 47 47 47 47 47 47 47 47 ... + .. .. ..$ unlabeled_1: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:233] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 48 48 48 48 48 48 48 48 48 48 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 49 49 49 49 49 49 49 49 49 49 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 50 50 50 50 50 50 50 50 50 50 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 51 51 51 51 51 51 51 51 51 51 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 52 52 52 52 52 52 52 52 52 52 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 53 53 53 53 53 53 53 53 53 53 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 54 54 54 54 54 54 54 54 54 54 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [236 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:236] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:236] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:236] 55 55 55 55 55 55 55 55 55 55 ... + .. .. ..$ unlabeled_1: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 56 56 56 56 56 56 56 56 56 56 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 57 57 57 57 57 57 57 57 57 57 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 58 58 58 58 58 58 58 58 58 58 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 59 59 59 59 59 59 59 59 59 59 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [236 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:236] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:236] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:236] 60 60 60 60 60 60 60 60 60 60 ... + .. .. ..$ unlabeled_1: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 61 61 61 61 61 61 61 61 61 61 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 62 62 62 62 62 62 62 62 62 62 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [227 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:227] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:227] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:227] 63 63 63 63 63 63 63 63 63 63 ... + .. .. ..$ unlabeled_1: num [1:227] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:227] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:227] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:227] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 64 64 64 64 64 64 64 64 64 64 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 65 65 65 65 65 65 65 65 65 65 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 66 66 66 66 66 66 66 66 66 66 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 67 67 67 67 67 67 67 67 67 67 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 68 68 68 68 68 68 68 68 68 68 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [233 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:233] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:233] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:233] 69 69 69 69 69 69 69 69 69 69 ... + .. .. ..$ unlabeled_1: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:233] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 70 70 70 70 70 70 70 70 70 70 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 71 71 71 71 71 71 71 71 71 71 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 72 72 72 72 72 72 72 72 72 72 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 73 73 73 73 73 73 73 73 73 73 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 74 74 74 74 74 74 74 74 74 74 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 75 75 75 75 75 75 75 75 75 75 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 76 76 76 76 76 76 76 76 76 76 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 77 77 77 77 77 77 77 77 77 77 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 78 78 78 78 78 78 78 78 78 78 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 79 79 79 79 79 79 79 79 79 79 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 80 80 80 80 80 80 80 80 80 80 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 81 81 81 81 81 81 81 81 81 81 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 82 82 82 82 82 82 82 82 82 82 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 83 83 83 83 83 83 83 83 83 83 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 84 84 84 84 84 84 84 84 84 84 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [236 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:236] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:236] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:236] 85 85 85 85 85 85 85 85 85 85 ... + .. .. ..$ unlabeled_1: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 86 86 86 86 86 86 86 86 86 86 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 87 87 87 87 87 87 87 87 87 87 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [236 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:236] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:236] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:236] 88 88 88 88 88 88 88 88 88 88 ... + .. .. ..$ unlabeled_1: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:236] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:236] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 89 89 89 89 89 89 89 89 89 89 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 90 90 90 90 90 90 90 90 90 90 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 91 91 91 91 91 91 91 91 91 91 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 92 92 92 92 92 92 92 92 92 92 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 93 93 93 93 93 93 93 93 93 93 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 94 94 94 94 94 94 94 94 94 94 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 95 95 95 95 95 95 95 95 95 95 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.72 1.72 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [233 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:233] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:233] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:233] 96 96 96 96 96 96 96 96 96 96 ... + .. .. ..$ unlabeled_1: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_2: num [1:233] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:233] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:233] 1.7 1.72 1.72 1.72 1.72 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 97 97 97 97 97 97 97 97 97 97 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 98 98 98 98 98 98 98 98 98 98 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. ..$ : tibble [239 x 7] (S3: tbl_df/tbl/data.frame) + .. .. ..$ feature_id : chr [1:239] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + .. .. ..$ type : chr [1:239] "unlabeled" "unlabeled" "unlabeled" "unlabeled" ... + .. .. ..$ resample : int [1:239] 99 99 99 99 99 99 99 99 99 99 ... + .. .. ..$ unlabeled_1: num [1:239] 1.7 1.72 1.72 1.72 1.72 ... + .. .. ..$ unlabeled_2: num [1:239] 1.7 1.71 1.71 1.71 1.71 ... + .. .. ..$ unlabeled_3: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. ..$ unlabeled_4: num [1:239] 1.7 1.71 1.71 1.7 1.71 ... + .. .. [list output truncated] + .. $ n : int 100 + .. $ seed : num 99 + .. $ allow_failures: logi TRUE + @ EAF : tibble [23,978 x 12] (S3: tbl_df/tbl/data.frame) + $ feature_id : chr [1:23978] "ASV_1" "ASV_10" "ASV_100" "ASV_101" ... + $ resample : chr [1:23978] "1" "1" "1" "1" ... + $ W_lab_mean : num [1:23978] 1.7 1.72 1.71 1.71 1.72 ... + $ W_unlab_mean: num [1:23978] 1.7 1.71 1.71 1.71 1.72 ... + $ observed : logi [1:23978] FALSE FALSE FALSE FALSE FALSE FALSE ... + $ Z : num [1:23978] -0.000302 0.005063 -0.00013 0.001706 -0.000751 ... + $ G : num [1:23978] 0.68 0.814 0.804 0.798 0.855 ... + $ M : num [1:23978] 308 308 308 308 308 ... + $ atom_count : num [1:23978] 9.66 9.59 9.6 9.6 9.57 ... + $ M_labeledmax: num [1:23978] 318 318 318 318 318 ... + $ M_labeled : num [1:23978] 308 309 308 308 308 ... + $ EAF : num [1:23978] -0.00561 0.09406 -0.00242 0.03168 -0.01396 ... + @ growth :List of 1 + .. $ propO: num 1 + + diff --git a/tests/testthat/test-get_N_total_it.R b/tests/testthat/test-get_N_total_it.R index 8f2be258..f04a5970 100644 --- a/tests/testthat/test-get_N_total_it.R +++ b/tests/testthat/test-get_N_total_it.R @@ -9,7 +9,10 @@ test_that("invalid timepoints give error", { expect_error(get_N_total_it(example_qsip_growth_object, t = "ABC"), "t must be numeric") }) - +test_that("works with grouping", { + expect_snapshot(get_N_total_it(example_qsip_growth_object, t = 0, group = "isotopolog")) + expect_error(get_N_total_it(example_qsip_growth_object, t = 0, group = "not_a_column"), "grouping variable not_a_column not found in source_data") +}) diff --git a/tests/testthat/test-get_resample_data.R b/tests/testthat/test-get_resample_data.R new file mode 100644 index 00000000..7b6ee480 --- /dev/null +++ b/tests/testthat/test-get_resample_data.R @@ -0,0 +1,22 @@ +qsip_normal_strict_filtered <- readRDS(test_path("fixtures", "qsip_normal_strict_filtered.rds")) +qsip_normal_strict_resampled <- readRDS(test_path("fixtures", "qsip_normal_strict_resampled.rds")) + +test_that("no errors given", { + expect_no_error(get_resample_data(qsip_normal_strict_resampled)) + expect_no_error(get_resample_data(qsip_normal_strict_resampled, type = "labeled")) + expect_no_error(get_resample_data(qsip_normal_strict_resampled, type = "unlabeled")) + expect_no_error(get_resample_data(qsip_normal_strict_resampled, type = "labeled", pivot = TRUE)) +}) + +test_that("non-resampled objects give error", { + expect_error(get_resample_data(example_qsip_object), "This function requires a qsip object that has been run through run_resampling()") + expect_error(get_resample_data(qsip_normal_strict_filtered), "This function requires a qsip object that has been run through run_resampling()") +}) + +test_that("wrong type given", { + expect_error(get_resample_data(qsip_normal_strict_resampled, type = "not_a_valid_type"), "type must be one of 'all', 'unlabeled', or 'labeled'") +}) + +test_that("pivot not boolean", { + expect_error(get_resample_data(qsip_normal_strict_resampled, pivot = "yes"), "pivot must be TRUE or FALSE") +}) diff --git a/tests/testthat/test-plot_sample_curves.R b/tests/testthat/test-plot_sample_curves.R new file mode 100644 index 00000000..2462bdf5 --- /dev/null +++ b/tests/testthat/test-plot_sample_curves.R @@ -0,0 +1,12 @@ +test_that("works as expected, or at least makes a ggplot", { + expect_true("ggplot" %in% class(plot_sample_curves(example_qsip_object))) +}) + +test_that("title works correctly", { + expect_equal("test", plot_sample_curves(example_qsip_object, title = "test")$labels$title) + expect_error(plot_sample_curves(example_qsip_object, title = example_feature_df), "title must be a character string") +}) + +test_that("data with unfractionated samples produce message", { + expect_message(plot_sample_curves(example_qsip_growth_object), "some unfractionated samples have been filtered from this plot") +}) diff --git a/tests/testthat/test-run_comparison_groups.R b/tests/testthat/test-run_comparison_groups.R new file mode 100644 index 00000000..ca9a125b --- /dev/null +++ b/tests/testthat/test-run_comparison_groups.R @@ -0,0 +1,42 @@ +df = show_comparison_groups(example_qsip_object, group = "Moisture") |> + dplyr::select("group" = Moisture, "unlabeled" = "12C", "labeled" = "13C") + +test_that("works as expected", { + expect_snapshot(run_comparison_groups(df, example_qsip_object, + seed = 99, + allow_failures = TRUE, + resamples = 100)) +}) + +test_that("wrong qsip_object gives error", { + expect_error(run_comparison_groups(df, "a string"), + "qsip_data_object must be a object, not ") +}) + +test_that("missing expected column names fail", { + expect_error(run_comparison_groups(dplyr::rename(df, BAD_NAME = group), example_qsip_object), + "Missing required column names in groups dataframe: group") + expect_error(run_comparison_groups(dplyr::rename(df, BAD_NAME = unlabeled), example_qsip_object), + "Missing required column names in groups dataframe: unlabeled") + expect_error(run_comparison_groups(dplyr::rename(df, BAD_NAME = labeled), example_qsip_object), + "Missing required column names in groups dataframe: labeled") +}) + +test_that("group names not unique", { + expect_error(run_comparison_groups(rbind(df, df), example_qsip_object), + "group column must be unique") +}) + +test_that("group names must be found in object", { + expect_error(run_comparison_groups(df |> dplyr::mutate(unlabeled = gsub("S", "X", unlabeled)), + example_qsip_object), + "Invalid source_mat_ids in group dataframe") + expect_error(run_comparison_groups(df |> dplyr::mutate(labeled = gsub("S", "X", labeled)), + example_qsip_object), + "Invalid source_mat_ids in group dataframe") +}) + + + + +df |> dplyr::mutate(unlabeled = gsub("S", "X", unlabeled))