Data Mining with Rattle and R The Art of Excavating Data for Knowledge Discovery /

• Main Author: Williams, Graham (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2011.
• Series: Use R
• Subjects: Statistics.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodolog...

Table of Contents:

• Introduction
• Getting Started
• Working with Data
• Loading Data
• Exploring Data
• Interactive Graphics
• Transforming Data
• Descriptive and Predictive Analytics
• Cluster Analysis
• Association Analysis
• Decision Trees
• Random Forests
• Boosting
• Support Vector Machines
• Model Performance Evaluation
• Deployment.