Main

Personal

  Program
  Achievements
  Publications

Introduction

  Abstract
  Motivation
  Linear
  Nonlinear
  USFS
  USFS Eval
  Surname
  Surname Train
  Surname Eval
  Terminology
  DT Principle
  Project Goals
  Differences

Splitting

  Goodness
  Attributes
  Stopping
  Info Theory
  Split Info
  Example
  Example

Pruning

  Overview
  Pessimistic
  Functions
  Example
  Example
  Est. Error

C4.5

  What is C4.5?

Evaluation

  USFS Pilot
  USFS
  Surname Pilot
  Surname
  USFS Prune
  Surname Prune
  Confidence
  Discussion
  Discussion

Conclusions

  Summary
  Future Work
  References