# HG changeset patch # User q2d2 # Date 1661804711 0 # Node ID de07769fd83f0cdfb394042af72da7bc747b20fa planemo upload for repository https://github.com/qiime2/galaxy-tools/tree/main/tools/suite_qiime2__sample_classifier commit 9023cfd83495a517fbcbb6f91d5b01a6f1afcda1 diff -r 000000000000 -r de07769fd83f qiime2__sample_classifier__split_table.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/qiime2__sample_classifier__split_table.xml Mon Aug 29 20:25:11 2022 +0000 @@ -0,0 +1,107 @@ + + + + + Split a feature table into training and testing sets. + + quay.io/qiime2/core:2022.8 + + q2galaxy version sample_classifier + q2galaxy run sample_classifier split_table '$inputs' + + + + + + + + + + + + + + hasattr(value.metadata, "semantic_type") and value.metadata.semantic_type in ['FeatureTable[Balance]', 'FeatureTable[Design]', 'FeatureTable[Frequency]', 'FeatureTable[PercentileNormalized]', 'FeatureTable[PresenceAbsence]', 'FeatureTable[RelativeFrequency]'] + + + + + + + + + + value != "1" + + + + + + + + + +
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+ + + + + + + + +QIIME 2: sample-classifier split-table +====================================== +Split a feature table into training and testing sets. + + +Outputs: +-------- +:training_table.qza: Feature table containing training samples +:test_table.qza: Feature table containing test samples +:training_targets.qza: Series containing true target values of train samples +:test_targets.qza: Series containing true target values of test samples + +| + +Description: +------------ +Split a feature table into training and testing sets. By default stratifies training and test sets on a metadata column, such that values in that column are evenly represented across training and test sets. + + +| + + + + 10.21105/joss.00934 + @article{cite2, + author = {Pedregosa, Fabian and Varoquaux, Gaël and Gramfort, Alexandre and Michel, Vincent and Thirion, Bertrand and Grisel, Olivier and Blondel, Mathieu and Prettenhofer, Peter and Weiss, Ron and Dubourg, Vincent and Vanderplas, Jake and Passos, Alexandre and Cournapeau, David and Brucher, Matthieu and Perrot, Matthieu and Duchesnay, Édouard}, + journal = {Journal of machine learning research}, + number = {Oct}, + pages = {2825--2830}, + title = {Scikit-learn: Machine learning in Python}, + volume = {12}, + year = {2011} +} + + 10.1038/s41587-019-0209-9 + +
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