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components model_performance_signal_monitor

github-actions[bot] edited this page Dec 2, 2024 · 24 revisions

Model Performance - Signal Monitor

model_performance_signal_monitor

Overview

Computes the model performance

Version: 0.0.23

View in Studio: https://ml.azure.com/registries/azureml/components/model_performance_signal_monitor/version/0.0.23

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
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