components data_drift_compute_metrics - Azure/azureml-assets GitHub Wiki
Compute data drift metrics given a baseline and a deployment's model data input.
Version: 0.3.28
View in Studio: https://ml.azure.com/registries/azureml/components/data_drift_compute_metrics/version/0.3.28
| Name | Description | Type | Default | Optional | Enum |
|---|---|---|---|---|---|
| baseline_dataset | mltable | ||||
| production_dataset | mltable | ||||
| feature_names | mltable | ||||
| numerical_metric | string | ||||
| categorical_metric | string | ||||
| categorical_threshold | number | ||||
| numerical_threshold | number | ||||
| override_numerical_features | string | True | |||
| override_categorical_features | string | True |
| Name | Description | Type |
|---|---|---|
| signal_metrics | mltable |