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Abstract

INTRODUCTION

  Overview
  Motivation
  Background
  Classification

ALGORITHMS

PCA:

  PCA Theory

LDA:

  LDA Theory
  LDA Succeeds
  LDA Fails

Decision Trees:

  Nonlinear
  Decision Trees

ICA:

  Why ICA
  ICA Theory
  ICA Succeeds

SVM:

  SVM Theory1
  SVM Theory2
  SVM Theory3
  SVM Results

RESULT

  Result for ICA
  Result for SVM
  Comparison

CONCLUSIONS

  Conclusions
  Future Work
  Special Thanks
  References