Comprehensive Coverage of the Entire Area of ClassificationResearch on the problem of classification tends to be fragmented across such areas as pattern recogni

This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tr

In science, industry, public administration and documentation centers large amounts of data and information are collected which must be analyzed, ordered, visua

Comprehensive Coverage of the Entire Area of Classification Research on the problem of classification tends to be fragmented across such areas as pattern recogn

Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas like fin