New PDF release: Data Mining with Decision Trees:Theory and Applications

Contents:

  • Introduction to determination Trees
  • Training selection Trees
  • A usual set of rules for Top-Down Induction of determination Trees
  • Evaluation of type Trees
  • Splitting Criteria
  • Pruning Trees
  • Popular determination timber Induction Algorithms
  • Beyond type Tasks
  • Decision Forests
  • A Walk-through advisor for utilizing selection bushes Software
  • Advanced determination Trees
  • Cost-sensitive energetic and Proactive studying of determination Trees
  • Feature Selection
  • Fuzzy determination Trees
  • Hybridization of determination timber with different Techniques
  • Decision bushes and Recommender Systems

Readership: Researchers, graduate and undergraduate scholars in details platforms, engineering, machine technology, data and management.