Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and comp
This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique. Decisi
Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advic
This book explains the principal techniques of data mining: for classification, generation of association rules and clustering. It is written for readers withou
Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces The revised and updated third