Types

Shared return types and metric enums. Import from fair_perf_ml.models.

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Return types

fair_perf_ml.models.DriftReport

Bases: TypedDict

fair_perf_ml.models.ModelPerformanceReport

Bases: BaseModel

fair_perf_ml.models.LinearRegressionReport

Bases: BaseModel

fair_perf_ml.models.LogisticRegressionReport

Bases: BaseModel

fair_perf_ml.models.BinaryClassificationReport

Bases: BaseModel

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Metric enums

fair_perf_ml.models.DataBiasMetric

Bases: str, Enum

fair_perf_ml.models.ModelBiasMetric

Bases: str, Enum

fair_perf_ml.models.ClassificationEvaluationMetric

Bases: str, Enum

fair_perf_ml.models.LinearRegressionEvaluationMetric

Bases: str, Enum

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Type aliases

Alias	Definition
AnalysisReport	dict[str, float]
PerformanceSnapshot	dict[str, float]
DriftSnapshot	dict[str, float]
DataBiasDriftMetric	DataBiasMetric \| str
ModelBiasDriftMetric	ModelBiasMetric \| str
ClassificationDriftMetric	ClassificationEvaluationMetric \| str
LinearRegressionDriftMetric	LinearRegressionEvaluationMetric \| str