Chapter 2
Introduction to Predictive and Specialized Modeling
Overview of Modeling Techniques
Predictive and Specialized Modeling provides details about more technical modeling techniques, such as Response Screening, Partitioning, and Neural Networks.
• The Modeling Utilities assist in the data cleaning and pre-processing stages of data analysis. Each utility has exploratory tools to give you a more thorough understanding of your data. See
Chapter 3, “Modeling Utilities”.
• The Neural platform implements a fully connected multi-layer perceptron with one or two layers. Use neural networks to predict one or more response variables using a flexible function of the input variables. See
Chapter 4, “Neural Networks”.
• The Partition platform recursively ...