Example selection metrics

Numerical results with visualizations are available on results page.

Model randomization check

xaib.metrics.example_selection.model_randomization_check.ModelRandomizationCheck

Properties

Case

Correctness

Direction

Down

Small noise check

xaib.metrics.example_selection.small_noise_check.SmallNoiseCheck

Properties

Case

Continuity

Direction

Down

Covariate regularity

xaib.metrics.example_selection.covariate_regularity.CovariateRegularity

Properties

Case

Covariate complexity

Direction

Down

Target discriminativeness

xaib.metrics.example_selection.target_discriminativeness.TargetDiscriminativeness

Properties

Case

Contrastivity

Direction

Up

Same class check

xaib.metrics.example_selection.same_class_check.SameClassCheck

Properties

Case

Coherence

Direction

Up