GetMLModelEvaluation
This Script is part of the Base Pack.#
Finds a threshold for ML model, and performs an evaluation based on it
Script Data#
| Name | Description |
|---|---|
| Script Type | python3 |
| Tags | ml |
| Cortex XSOAR Version | 5.0.0 |
Inputs#
| Argument Name | Description |
|---|---|
| yTrue | A list of labels of the test set |
| yPred | A list of dictionaries contain probability predictions for all classes |
| targetPrecision | minimum precision of all classes, ranges 0-1 |
| targetRecall | minimum recall of all classes, ranges 0-1 |
| detailedOutput | if set to 'true', the output will include a full exaplanation of the confidence threshold meaning |
Outputs#
| Path | Description | Type |
|---|---|---|
| GetMLModelEvaluation.Threshold | The found thresholds which meets the conditions of precision and recall | String |
| GetMLModelEvaluation.ConfusionMatrixAtThreshold | The model evaluation confusion matrix for mails above the threhsold. | Unknown |
| GetMLModelEvaluation.Metrics | Metrics per each class (includes precision, true positive, coverage, etc.) | Unknown |