Adaptive Bayes Expert Options

Limit execution time. Select this option to specify a maximum build time in minutes. This makes it possible to produce models in less time, although the resulting model may be less accurate. At each milestone in the modeling process, the algorithm checks whether it will be able to complete the next milestone within the specified amount of time before continuing and returns the best model available when the limit is reached.

Max Predictors. This option allows you to limit the complexity of the model and improve performance by limiting the number of predictors used. Predictors are ranked based on an MDL measure of their correlation to the target as a measure of their likelihood of being included in the model.

Max Naive Bayes Predictors. This option specifies the maximum number of predictors to be used in the Naive Bayes model.