components data_quality_compute_metrics

Data Quality - Compute Metrics

data_quality_compute_metrics

Overview

Compute data quality metrics leveraged by the data quality monitor.

Version: 0.3.27

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

Inputs

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

Outputs

Name	Description	Type
signal_metrics		mltable