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  1. Ignite
  2. IGNITE-10901

[ML][Umbrella] Add support of regression metrics to evaluate regression models

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    Details

    • Type: Improvement
    • Status: Resolved
    • Priority: Critical
    • Resolution: Fixed
    • Affects Version/s: 2.8
    • Fix Version/s: 2.8
    • Component/s: ml
    • Labels:
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      Description

      Look at scikit-learn metrics like

      Regression    
      ‘explained_variance’ metrics.explained_variance_score  
      ‘neg_mean_absolute_error’ metrics.mean_absolute_error  
      ‘neg_mean_squared_error’ metrics.mean_squared_error  
      ‘neg_mean_squared_log_error’ metrics.mean_squared_log_error  
      ‘neg_median_absolute_error’ metrics.median_absolute_error  
      ‘r2’ metrics.r2_score

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            • Assignee:
              zaleslaw Alexey Zinoviev
              Reporter:
              zaleslaw Alexey Zinoviev
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                Updated:
                Resolved:

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