Output Table Schema
If the OutputTable is given in OUT clause:
Column | Data Type | Description |
---|---|---|
Model_id | VARCHAR, CHAR, SMALLINT, BIGINT, INTEGER | The model identifier or partition for ROC curve associated with observation. The column is not displayed if you do not provide the ModelIdColumn syntax element. |
Threshold | REAL | The threshold at which function classifies an observation as positive. |
TPR | REAL | The TPR for the threshold. Calculated as: The number of observations correctly predicted as positive based on the threshold divided by the number of positive observations. |
FPR | REAL | The FPR for threshold. Calculated as: The number of observations incorrectly predicted as positive based on the threshold divided by the number of negative observations. |
Output Table Schema
If the GINI or AUC syntax element is set to 'True':
Column | Data Type | Description |
---|---|---|
AUC | REAL | The area under the ROC curve for data in the partition. The column is not displayed if the AUC syntax element is false. |
GINI | REAL | GINI coefficient for ROC curve for data in the partition. The column is not displayed if the GINI syntax element is false. |