dataeval.core.NullModelMetrics¶

class dataeval.core.NullModelMetrics¶

Per-model results for null-model metrics.

precision_macro¶

Macro-averaged precision across all classes

Type:¶

float

precision_micro¶

Micro-averaged precision across all classes

Type:¶

float

recall_macro¶

Macro-averaged recall across all classes

Type:¶

float

recall_micro¶

Micro-averaged recall across all classes

Type:¶

float

false_positive_rate_macro¶

Macro-averaged false positive rate across all classes

Type:¶

float

false_positive_rate_micro¶

Micro-averaged false positive rate across all classes

Type:¶

float

accuracy_macro¶

Macro-averaged accuracy (only for binary classification)

Type:¶

float, optional

accuracy_micro¶

Micro-averaged accuracy (only for binary classification)

Type:¶

float, optional

multiclass_accuracy¶

Multiclass accuracy (only for multiclass classification)

Type:¶

float, optional