CategoricalDriftMetrics Class
Categorical Drift Metrics
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
|
Default value: None
|
|
population_stability_index
|
Default value: None
|
|
pearsons_chi_squared_test
|
Default value: None
|
