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| 현재위치 : 홈 > 도서목록 > 전체도서목록 > 통계 |
| Data Preparation for Data Mining Using SAS |
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| 지은이 |
: Refaat |
| 발행일 |
: 2007 년 |
| ISBN |
: 9780123735775 |
| 정행가 |
: 35,000 원 |
| 페이지 |
: 392 페이지 |
| 판행수 |
: 1판 |
| 출판사 |
: Morgan Kaufmann |
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| 저자 및 역자 소개 |
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| 차례 |
1. Introduction
2. Tasks and Data Flow
3. Review of Data Mining Modeling Techniques
4. SAS Macros: A Quick Start
5. Data Acquisition and Integration
6. Integrity Checks
7. Exploratory Data Analysis
8. Sampling and Partitioning
9. Data Transformations
10. Binning and Reduction of Cardinality
11. Treatment of Missing Values
12. Predictive Power and Variable Reduction I
13. Analysis of Nominal and Ordinal Variables
14. Analysis of Continuous Variables
15. Principal Component Analysis (PCA) 2
16. Factor Analysis
17. Predictive Power and Variable Reduction II
18. Putting it All Together
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