Metrics¶
SklearnClassificationMetric¶
SklearnAccuracyScore¶
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class
SklearnAccuracyScore
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
Accuracy Metric
SklearnBalancedAccuracyScore¶
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class
SklearnBalancedAccuracyScore
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
Balanced Accuracy Metric
SklearnF1Score¶
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class
SklearnF1Score
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
F1 Score
SklearnFBetaScore¶
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class
SklearnFBetaScore
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
F-Beta Score (Generalized F1)
SklearnHammingLoss¶
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class
SklearnHammingLoss
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
Hamming Loss
SklearnJaccardSimilarityScore¶
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class
SklearnJaccardSimilarityScore
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
Jaccard Similarity Score
SklearnLogLoss¶
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class
SklearnLogLoss
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
Log Loss (NLL)
SklearnMatthewsCorrCoeff¶
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class
SklearnMatthewsCorrCoeff
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
Matthews Correlation Coefficient
SklearnPrecisionScore¶
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class
SklearnPrecisionScore
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
Precision Score
SklearnRecallScore¶
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class
SklearnRecallScore
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
Recall Score
SklearnZeroOneLoss¶
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class
SklearnZeroOneLoss
(gt_logits=False, pred_logits=True, **kwargs)[source]¶ Bases:
delira.training.metrics.SklearnClassificationMetric
Zero One Loss