components data_quality_compute_metrics - Azure/azureml-assets GitHub Wiki
Compute data quality metrics leveraged by the data quality monitor.
Version: 0.3.26
View in Studio: https://ml.azure.com/registries/azureml/components/data_quality_compute_metrics/version/0.3.26
| Name | Description | Type | Default | Optional | Enum |
|---|---|---|---|---|---|
| input_data | mltable | ||||
| data_statistics | mltable | ||||
| feature_names | mltable | ||||
| categorical_metrics | string | DataTypeErrorRate,NullValueRate,OutOfBoundsRate | |||
| numerical_metrics | string | DataTypeErrorRate,NullValueRate,OutOfBoundsRate | |||
| override_numerical_features | string | True | |||
| override_categorical_features | string | True |
| Name | Description | Type |
|---|---|---|
| signal_metrics | mltable |