DIMENSIONALITY REDUCTION FOR CLASSIFICATION WITH HIGH-DIMENSIONAL DATA - Siva Tian
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High-dimensional data refers to data with a large number of variables. Classifying these data is a difficult problem because the enormous number of variables poses challenges to conventional classification methods and renders many classical techniques impractical. A natural solution is to add a dimensionality reduction step before a classification technique is applied. We Propose three methods to deal with ... Full description
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Description
More Information
| Author | Siva Tian |
|---|---|
| Publisher | VDM Verlag Dr. Müller |
| Release year | 2010 |
| Cover type | Softcover |
| EAN | 9783639288681 |