interpret_community.permutation.metric_constants module¶
Defines metric constants for PFIExplainer.
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class
interpret_community.permutation.metric_constants.
MetricConstants
¶ -
The metric to use for PFIExplainer.
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AVERAGE_PRECISION_SCORE
= 'average_precision_score'¶
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EXPLAINED_VARIANCE_SCORE
= 'explained_variance_score'¶
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F1_SCORE
= 'f1_score'¶
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FBETA_SCORE
= 'fbeta_score'¶
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MEAN_ABSOLUTE_ERROR
= 'mean_absolute_error'¶
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MEAN_SQUARED_ERROR
= 'mean_squared_error'¶
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MEAN_SQUARED_LOG_ERROR
= 'mean_squared_log_error'¶
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MEDIAN_ABSOLUTE_ERROR
= 'median_absolute_error'¶
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PRECISION_SCORE
= 'precision_score'¶
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R2_SCORE
= 'r2_score'¶
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RECALL_SCORE
= 'recall_score'¶
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