Feature importance metrics¶
Numerical results with visualizations are available on results page.
Model randomization check¶
xaib.metrics.feature_importance.model_randomization_check.ModelRandomizationCheck
Properties | |
|---|---|
Case | |
Direction | Up |
Small noise check¶
xaib.metrics.feature_importance.small_noise_check.SmallNoiseCheck
Properties | |
|---|---|
Case | |
Direction | Down |
Label difference¶
xaib.metrics.feature_importance.label_difference.LabelDifference
Properties | |
|---|---|
Case | |
Direction | Up |
Covariate regularity¶
xaib.metrics.feature_importance.covariate_regularity.CovariateRegularity
Properties | |
|---|---|
Case | |
Direction | Down |
Other disagreement¶
xaib.metrics.feature_importance.other_disagreement.OtherDisagreement
Properties | |
|---|---|
Case | |
Direction | Down |
Sparsity¶
xaib.metrics.feature_importance.sparsity.Sparsity
Properties | |
|---|---|
Case | |
Direction | Up |