components data_drift_compute_metrics

Data Drift - Compute Metrics

data_drift_compute_metrics

Overview

Compute data drift metrics given a baseline and a deployment's model data input.

Version: 0.3.27

View in Studio: https://ml.azure.com/registries/azureml/components/data_drift_compute_metrics/version/0.3.27

Inputs

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

Outputs

Name	Description	Type
signal_metrics		mltable