About this book
Andrew Webb's graduate-level text on statistical pattern recognition, covering density estimation, linear and non-linear discriminant analysis, dimensionality reduction, clustering, and the evaluation of classifiers. The book set out the statistical foundations on which much of modern machine-learning practice is built.
Scope
- density estimation
- linear & non-linear discriminants
- feature selection & extraction
- clustering & evaluation
Bibliographic details
| Format | ISBN | Year | Notes |
|---|---|---|---|
| WebBook-linked edition | 0340741643 | — | Verified via legacy isbn redirect map. |
Source notes
- Legacy ISBN redirect map — Mapped from ?isbn=0340741643 and /scripts/webbook.asp in next.config.mjs.
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