# HG changeset patch # User q2d2 # Date 1661804946 0 # Node ID b2b6de98d04cc730ea6376bb39443e798696727b planemo upload for repository https://github.com/qiime2/galaxy-tools/tree/main/tools/suite_qiime2__sample_classifier commit 9023cfd83495a517fbcbb6f91d5b01a6f1afcda1 diff -r 000000000000 -r b2b6de98d04c qiime2__sample_classifier__predict_regression.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/qiime2__sample_classifier__predict_regression.xml Mon Aug 29 20:29:06 2022 +0000 @@ -0,0 +1,78 @@ + + + + + Use trained regressor to predict target values for new samples. + + quay.io/qiime2/core:2022.8 + + q2galaxy version sample_classifier + q2galaxy run sample_classifier predict_regression '$inputs' + + + + + + + + + hasattr(value.metadata, "semantic_type") and value.metadata.semantic_type in ['FeatureTable[Frequency]'] + + + + + + hasattr(value.metadata, "semantic_type") and value.metadata.semantic_type in ['SampleEstimator[Regressor]'] + +
+ +
+
+ + + + + +QIIME 2: sample-classifier predict-regression +============================================= +Use trained regressor to predict target values for new samples. + + +Outputs: +-------- +:predictions.qza: Predicted target values for each input sample. + +| + +Description: +------------ +Use trained estimator to predict target values for new samples. These will typically be unseen samples, e.g., test data (derived manually or from split_table) or samples with unknown values, but can theoretically be any samples present in a feature table that contain overlapping features with the feature table used to train the estimator. + + +| + + + + 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 + +
diff -r 000000000000 -r b2b6de98d04c test-data/.gitkeep