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components feature_attribution_drift_signal_monitor
github-actions[bot] edited this page Dec 2, 2024
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Computes the feature attribution between a baseline and production data assets.
Version: 0.3.39
View in Studio: https://ml.azure.com/registries/azureml/components/feature_attribution_drift_signal_monitor/version/0.3.39
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 |