| 《高维数据分析(英文版)》是由高等教育出版社出版的。 |
| preface part i high-dimensional classification chapter 1 high-dimensional classification jianqing fan, yingying fan and yichao wu 1 introduction 2 elements of classifications 3 impact of dimensionality on classification 4 distance-based classification rules 5 feature selection by independence rule 6 loss-based classification 7 feature selection in loss-based classification 8 multi-category classification references chapter 2 flexible large margin classifiers yufeng liu and yichao wu 1 background on classification 2 the support vector machine: the margin formulation and the sv interpretation |
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