Data mining methods and models

• Main Author: Larose, Daniel T
• Format: Electronic Book
• Language: English
• Published: Hoboken, NJ Wiley-Interscience c2006
• Subjects: Εξόρυξη δεδομένων

Table of Contents:

• Dimension reduction methods
• Regression modeling
• Multiple regression and model building
• Logistic regression
• Naive Bayes estimation and Bayesian networks
• Genetic algorithms
• Case study : modeling response to direct mail marketing