• Overview
• Data considerations
• Example
• Example of discover key predictors
• Example of prediction

• Enter your data
• Predictor elimination
• Specify the class weights
• Specify the interactions
• Specify the validation method
• Select the analysis options
• Select the graphs to display
• Select the results to display
• Store statistics

• Select an alternative model from Discover Key Predictors

• Select hyperparameter values to evaluate

• Select more predictors to plot

• Predict new results
• Select the prediction results to display
• Store prediction statistics

• Method table
• Response information table
• Model evaluation
• Optimization of hyperparameters
• Average negative log-likelihood vs number of trees plot
• Area under ROC curve vs number of trees plot
• Misclassification rate vs number of trees plot
• Model summary table
• Relative variable importance chart
• Top 2-way interaction strength tables
• Confusion matrix
• Misclassification table
• Receiver operating characteristic (ROC) curve
• Gain chart and Lift chart
• Boxplot of event probabilities
• Partial dependence plots
• Prediction table

• Methods
• Selection of the optimal number of trees
• Response information
• Predictor elimination
• Tune hyperparameters
• Fits and probabilities
• Model summary
• Confusion matrix
• Misclassification table
• Top 2-way interaction strength
• Receiver Operating Characteristic (ROC) curve
• Gain chart
• Cumulative lift chart
• Lift chart
• Partial dependence plots