components feature_attribution_drift_signal_monitor - Azure/azureml-assets GitHub Wiki
Computes the feature attribution between a baseline and production data assets.
Version: 0.3.45
View in Studio: https://ml.azure.com/registries/azureml/components/feature_attribution_drift_signal_monitor/version/0.3.45
| Name | Description | Type | Default | Optional | Enum |
|---|---|---|---|---|---|
| monitor_name | string | ||||
| signal_name | string | ||||
| target_data | mltable | ||||
| baseline_data | mltable | ||||
| target_column | string | ||||
| task_type | string | True | |||
| monitor_current_time | string | ||||
| notification_emails | string | True | |||
| instance_type | string | standard_e4s_v3 | True | ||
| override_numerical_features | string | True | |||
| override_categorical_features | string | True |
| Name | Description | Type |
|---|---|---|
| signal_output | mltable |