[ https://issues.apache.org/jira/browse/IGNITE-10901?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Maxim Muzafarov updated IGNITE-10901: ------------------------------------- Fix Version/s: 2.8 > [ML][Umbrella] Add support of regression metrics to evaluate regression models > ------------------------------------------------------------------------------ > > Key: IGNITE-10901 > URL: https://issues.apache.org/jira/browse/IGNITE-10901 > Project: Ignite > Issue Type: Improvement > Components: ml > Affects Versions: 2.8 > Reporter: Alexey Zinoviev > Assignee: Alexey Zinoviev > Priority: Critical > Fix For: 2.8 > > > Look at scikit-learn metrics like > |*Regression*| | | > |‘explained_variance’|[{{metrics.explained_variance_score}}|https://scikit-learn.org/stable/modules/generated/sklearn.metrics.explained_variance_score.html#sklearn.metrics.explained_variance_score]| > | > |‘neg_mean_absolute_error’|[{{metrics.mean_absolute_error}}|https://scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_absolute_error.html#sklearn.metrics.mean_absolute_error]| > | > |‘neg_mean_squared_error’|[{{metrics.mean_squared_error}}|https://scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_squared_error.html#sklearn.metrics.mean_squared_error]| > | > |‘neg_mean_squared_log_error’|[{{metrics.mean_squared_log_error}}|https://scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_squared_log_error.html#sklearn.metrics.mean_squared_log_error]| > | > |‘neg_median_absolute_error’|[{{metrics.median_absolute_error}}|https://scikit-learn.org/stable/modules/generated/sklearn.metrics.median_absolute_error.html#sklearn.metrics.median_absolute_error]| > | > |‘r2’|[{{metrics.r2_score}}|https://scikit-learn.org/stable/modules/generated/sklearn.metrics.r2_score.html#sklearn.metrics.r2_score]| -- This message was sent by Atlassian Jira (v8.3.4#803005)