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This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.
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The elements of statistical learning, Trevor Hastie
- Language
- Released
- 2001
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- Title
- The elements of statistical learning
- Language
- English
- Authors
- Trevor Hastie
- Publisher
- Springer
- Released
- 2001
- ISBN10
- 0387952845
- ISBN13
- 9780387952840
- Category
- Mathematics
- Description
- This book describes the important ideas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry.