Publication date: 07/08/2024
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
Statistical Details for the Naive Bayes Algorithm
Statistical Details for Saved Probability Formulas
Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).