NumericalDriftMetrics Class
Numerical Drift Metrics
Constructor
NumericalDriftMetrics(*, jensen_shannon_distance: float | None = None, normalized_wasserstein_distance: float | None = None, population_stability_index: float | None = None, two_sample_kolmogorov_smirnov_test: float | None = None, metric: str | None = None, metric_threshold: float | None = None)Keyword-Only Parameters
| Name | Description |
|---|---|
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jensen_shannon_distance
|
The Jensen-Shannon distance between the two distributions Default value: None
|
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normalized_wasserstein_distance
|
The normalized Wasserstein distance between the two distributions Default value: None
|
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population_stability_index
|
The population stability index between the two distributions Default value: None
|
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two_sample_kolmogorov_smirnov_test
|
The two sample Kolmogorov-Smirnov test between the two distributions Default value: None
|
|
metric
|
The name of the metric to apply the threshold to. Default value: None
|
|
metric_threshold
|
The threshold value for the selected metric. Default value: None
|
