Automated Modeling Node Stopping Rules

Stopping rules specified for automated modeling nodes relate to the overall node execution, not the stopping of individual models built by the node.

Restrict overall execution time. (Neural Network, K-Means, Kohonen, TwoStep, SVM, KNN, Bayes Net and C&R Tree models only) Stops execution after a specified number of hours. All models generated up to that point will be included in the model nugget, but no further models will be produced.

Stop as soon as valid models are produced. Stops execution when a model passes all criteria specified on the Discard tab (for the Auto Classifier or Auto Cluster node) or the Model tab (for the Auto Numeric node). See the topic Auto Classifier Node Discard Options for more information. See the topic Auto Cluster Node Discard Options for more information.