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Posted to issues@ignite.apache.org by "Aleksey Zinoviev (JIRA)" <ji...@apache.org> on 2019/01/11 15:07:00 UTC
[jira] [Created] (IGNITE-10901) [ML][Umbrella] Add support of
regression metrics to evaluate regression
Aleksey Zinoviev created IGNITE-10901:
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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]|
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