Naive Bayes

Classify Observations Using Probabilistic Assumptions

The Naive Bayes platform is available only in JMP Pro.

The Naive Bayes platform fits a model to predict the value of a categorical variable. Naive Bayes is a fast and computationally simple method. It is especially suitable for situations where there are a large number of predictors.

Figure 8.1 Example of Naive Bayes Analysis 

Contents

Overview of the Naive Bayes Platform

Example of Naive Bayes

Launch the Naive Bayes Platform

The Naive Bayes Report

Fit Details Report

Response Column Report

Confusion Matrix Report

ROC Curves

Naive Bayes Platform Options

Additional Example of Naive Bayes

Statistical Details for the Naive Bayes Platform

Algorithm

Saved Probability Formulas