Aleksey Zinoviev created IGNITE-10901: -----------------------------------------
Summary: [ML][Umbrella] Add support of regression metrics to evaluate regression Key: IGNITE-10901 URL: https://issues.apache.org/jira/browse/IGNITE-10901 Project: Ignite Issue Type: Improvement Components: ml Affects Versions: 2.8 Reporter: Aleksey Zinoviev Assignee: Aleksey Zinoviev 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 (v7.6.3#76005)