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CategoricalDriftMetrics Class

  • Reference

Categorical Drift Metrics

Inheritance
azure.ai.ml.entities._mixins.RestTranslatableMixin
CategoricalDriftMetrics

Constructor

CategoricalDriftMetrics(*, jensen_shannon_distance: float | None = None, population_stability_index: float | None = None, pearsons_chi_squared_test: float | None = None)

Parameters

Name Description
jensen_shannon_distance
Required

The Jensen-Shannon distance between the two distributions
population_stability_index
Required

The population stability index between the two distributions
pearsons_chi_squared_test
Required

The Pearson's Chi-Squared test between the two distributions

Keyword-Only Parameters

Name Description
jensen_shannon_distance
Required
population_stability_index
Required
pearsons_chi_squared_test
Required