dataeval.core.NullModelMetricsResult¶

class dataeval.core.NullModelMetricsResult¶

Type definition for null model metrics output.

uniform_random¶

Metrics for uniform random classifier (assigns equal probability to each class)

dominant_class¶

Metrics for dominant class classifier (always predicts most frequent training class)

proportional_random¶

Metrics for proportional random classifier (samples from training class distribution)