Introduction to data mining
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boston :
Pearson Addison Wesley ,
c2006
|
| Subjects: |
Table of Contents:
- 1. Introduction
- 2. Data
- 3. Exploring data
- 4. Classification: basic concepts, decision trees, and model evaluation
- 5. Classification: alternative techniques
- 6. Assosiation analysis: basic concepts and algorithms
- 7. Association analysis: advanced concepts
- 8. Cluster analysis: basic concepts and algorithms
- 9. Cluster analysis: additional issues and algorithms
- 10. Anomaly detection