Solution Manual for Ballistics, 3rd Edition by Donald E. Carlucci; Sidney S. Jacobson, 9781138055315, Covering Chapters 1-21

Introduction to Data Mining g g g




Instructor’s Solution Manual
g g




Pang-
Ning Tan Michael
g g g


Steinbach Vipin Kg g


umar




cg 2006g Pearsong Addison-Wesley.g Allg rightsg reserved.
Copyrightg ◯

,
,Contents

1 Introduction 1

2 Data 5

3 Exploringg Data 19

4 Classification:g Basicg Concepts,g Decisiong Trees,g andg Modelg Eval
uation 25

5 Classification:g Alternativeg Techniques 45

6 Associationg Analysis:g Basicg Conceptsg andg Algorithms 71

7 Associationg Analysis:g Advancedg Concepts 95

8 Clusterg Analysis:g Basicg Conceptsg andg Algorithms 125

9 Clusterg Analysis:g Additionalg Issuesg andg Algorithms 147

10 Anomalyg Detection 157




iii

,