components model_performance_signal_monitor

Model Performance - Signal Monitor

model_performance_signal_monitor

Overview

Computes the model performance

Version: 0.0.8

View in Studio: https://ml.azure.com/registries/azureml/components/model_performance_signal_monitor/version/0.0.8

Inputs

Name	Description	Type	Default	Optional	Enum
task	Task type	string	tabular-classification		['tabular-classification', 'tabular-regression']
baseline_data_target_column		string
production_data		mltable
production_data_target_column		string
monitor_name		string
signal_name		string
regression_rmse_threshold		number		True
regression_meanabserror_threshold		number		True
classification_precision_threshold		number		True
classification_accuracy_threshold		number		True
classification_recall_threshold		number		True
monitor_current_time		string
notification_emails		string		True
instance_type		string	standard_e4s_v3	True

Outputs

Name	Description	Type
signal_output		uri_folder