components model_performance_signal_monitor - Azure/azureml-assets GitHub Wiki
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
| 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 |
| Name | Description | Type |
|---|---|---|
| signal_output | uri_folder |