Classification algorithms / Mike James
Material type:
TextPublication details: New York : Wiley, c1985Description: xii, 209 pages : illustrations ; 23 cmISBN: 0471847992Subject(s): DISCRIMINANT ANALYSIS | MATHEMATICS | ALGORITHMS, CLASSIFICATIONLOC classification: QA 278.6 .J36 1985
Books
| Item type | Current library | Home library | Collection | Shelving location | Call number | Copy number | Status | Date due | Barcode |
|---|---|---|---|---|---|---|---|---|---|
|
Books
|
LRC - Annex | National University - Manila | Secondary Education - Mathematics | Relegation Room | GC QA 278.6 .J36 1985 (Browse shelf (Opens below)) | c.1 | Available | NULIB000005021 |
Includes index.
Contents: Classification -- Classification rules -- Practical classification: the normal case -- Classification in action -- Some practical considerations -- Evaluating rules: estimating error rates -- Feature selection: canonical analysis -- Feature selection: variable selection -- Categorical variables and non-parametric methods -- Artificial intelligence and pattern recognition -- App. 1. Matrix theory for statistics -- App. 2. A data generator -- App. 3. Fisher's Iris data.
The theory of classification described in this book is essentially concerned with finding an optimal classification rule.
There are no comments on this title.