Additional Optimizing Metrics for Binary Classification: Precision or Recall

In binary classification, there are situations where the data are imbalanced and only false positives or only false negatives are costly, we would want to tune the model on simply Precision or Recall. This would better optimize models based on these scenarios.

In Advanced training options, under the optimizing metric include a Precision option and a Recall option. Use this to tune the Model Builder for higher precision or higher recall.