Chapter 12: Advanced Modeling Methods
12.2 Principal Components and Factor Analysis
12.2.1 Principal Components in JMP
12.2.2 Dimensionality Assessment
12.4.1 Classification Decision Trees in JMP
12.4.2 Predictive Decision Trees in JMP
12.5 Artificial Neural Networks
12.5.1 Neural Network Architecture
12.5.2 Classification Neural Networks in JMP
12.5.3 Predictive Neural Networks in JMP
12.1 Introduction
Modeling involves creating a mathematical representation of data or a system in order to make inferences about it. Two goals are of interest in modeling: prediction and classification. This chapter considers advanced ...
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