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Applied Data Mining for Business and Industry 2/e

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ÁöÀºÀÌ :  Giudici
¹ßÇàÀÏ :  2009 ³â
ISBN :  9780470058879
Á¤Çà°¡ :  42,000 ¿ø
ÆäÀÌÁö :  258 ÆäÀÌÁö
ÆÇÇà¼ö :  2ÆÇ
ÃâÆÇ»ç :  Wiley

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Probabilistic Methods for Bioinformatics with an Introduction to Bayesian Networks
Introduction to Statistics Through Resampling Methods and Microsoft Office Excel

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1. Introduction
Part I. Methodology
2. Organisation of the data
3. Summary statistics
4. Model specification
5. Model evaluation
Part II. Business case studies
6. Describing website visitors
7. Market basket analysis
8. Describing customer satisfaction
9. Predicting credit risk of small businesses
10. Predicting e-learning student performance
11. Predicting customer lifetime value
12. Operational risk management