Demand-Driven Associative Classification

Authors:

ISBN: 978-0-85729-524-8 (Print) 978-0-85729-525-5 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xiii

  2. Introduction and Preliminaries

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-8

      Introduction

    3. No Access

      Book Chapter

      Pages 9-18

      The Classification Problem

  3. Associative Classification

    1. Front Matter

      Pages 19-19

    2. No Access

      Book Chapter

      Pages 21-37

      Associative Classification

    3. No Access

      Book Chapter

      Pages 39-49

      Demand-Driven Associative Classification

  4. Extensions to Associative Classification

    1. Front Matter

      Pages 51-51

    2. No Access

      Book Chapter

      Pages 53-59

      Multi-Label Associative Classification

    3. No Access

      Book Chapter

      Pages 61-73

      Competence–Conscious Associative Classification

    4. No Access

      Book Chapter

      Pages 75-86

      Calibrated Associative Classification

    5. No Access

      Book Chapter

      Pages 87-95

      Self-Training Associative Classification

    6. No Access

      Book Chapter

      Pages 97-104

      Ordinal Regression and Ranking

  5. Conclusions and Future Work

    1. Front Matter

      Pages 105-105

    2. No Access

      Book Chapter

      Pages 107-110

      Conclusions

  6. Back Matter

    Pages 111-112