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Support for SHAP

help wantedExtra attention is neededExtra attention is needed

type:improvementMaking something better.Making something better.

Status: Open.

#219 In qiime2/q2-sample-classifier;

· mortonjt opened on Oct 2, 2022

ENH: <code>regress_samples*</code> should output target metadata (<code>true_targets</code>)

Status: Open.

#214 In qiime2/q2-sample-classifier;

· nbokulich opened on May 17, 2022

ENH : add support for GPU accelerated classifiers

Status: Open.

#207 In qiime2/q2-sample-classifier;

· mortonjt opened on May 17, 2021

add optimize_feature_selection option to classify-samples-ncv

Status: Open.

#201 In qiime2/q2-sample-classifier;

· adamovanja opened on Mar 31, 2021

<code>split_table</code>: add support for multi-category stratification and other stratification options

diff:2|intermediateA modest understanding of the languages involved and platform is required.A modest understanding of the languages involved and platform is required.

lang:pythonPython 3Python 3

scope:1|several-projectsMore than one repository (likely a dependency) is impacted.More than one repository (likely a dependency) is impacted.

time:2|mediumMay take some time to complete (even with familiarity).May take some time to complete (even with familiarity).

weight:2|moderateIt will happen soon.It will happen soon.

Status: Open.

#198 In qiime2/q2-sample-classifier;

· nbokulich opened on Jan 31, 2021

Ridge Regressor Precision Errors

bug-sev:1|negligible

bug-type:4|retractionIncorrect or invalid results produced.Incorrect or invalid results produced.

Status: Open.

#193 In qiime2/q2-sample-classifier;

· Oddant1 opened on Jun 26, 2020

ENH: convert classify-samples-ncv to a pipeline, or add NCV pipeline

Status: Open.

#160 In qiime2/q2-sample-classifier;

· nbokulich opened on Jul 23, 2019

drop feature importance outputs for estimators that do not calculate importance scores

Status: Open.

#153 In qiime2/q2-sample-classifier;

· nbokulich opened on Jul 15, 2019

add SelectFromModel feature selection

enhancement

Status: Open.

#112 In qiime2/q2-sample-classifier;

· nbokulich opened on Jun 25, 2018

ENH: expose parameter for hyperparameter specification

Status: Open.

#90 In qiime2/q2-sample-classifier;

· nbokulich opened on Apr 24, 2018

Test performance with parallel jobs

Status: Open.

#83 In qiime2/q2-sample-classifier;

· nbokulich opened on Jan 24, 2018

Possible stochastic failure related to bad linkage matrix

type:bugSomething is wrong.Something is wrong.

Status: Open.

#59 In qiime2/q2-sample-classifier;

· ebolyen opened on Aug 29, 2017