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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
- Sprache
- Erscheinungsdatum
- 2001
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- Titel
- The elements of statistical learning
- Sprache
- Englisch
- Autor*innen
- Trevor Hastie
- Verlag
- Springer
- Erscheinungsdatum
- 2001
- ISBN10
- 0387952845
- ISBN13
- 9780387952840
- Kategorie
- Mathematik
- Beschreibung
- 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.