components model_performance_compute_metrics - Azure/azureml-assets GitHub Wiki
Compute model performance metrics leveraged by the model performance monitor.
Version: 0.0.27
View in Studio: https://ml.azure.com/registries/azureml/components/model_performance_compute_metrics/version/0.0.27
| Name | Description | Type | Default | Optional | Enum |
|---|---|---|---|---|---|
| task | Task type | string | tabular-classification | ['tabular-classification', 'tabular-regression'] | |
| baseline_data_target_column | Column name which contains ground truths in provided input for baseline_data. (Optional if we have one column name.) | string | |||
| production_data | The mltable generated by data joiner to join ground truth and prediction data in a table | mltable | |||
| production_data_target_column | Column name which contains predictions in provided input for production_data_target_column. (Optional if we have one column 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 |
| Name | Description | Type |
|---|---|---|
| signal_metrics | mltable |