Auto Classifier Node Discard Options

The Discard tab of the Auto Classifier node enables you to automatically discard models that do not meet certain criteria. These models will not be listed in the summary report.

You can specify a minimum threshold for overall accuracy and a maximum threshold for the number of variables used in the model. In addition, for flag targets, you can specify a minimum threshold for lift, profit, and area under the curve; lift and profit are determined as specified on the Model tab. See the topic Auto Classifier node model options for more information.

Optionally, you can configure the node to stop execution the first time a model is generated that meets all specified criteria. See the topic Automated Modeling Node Stopping Rules for more information.