Outlier Resistance of 1-Norm Soft Margin Smooth SVM and Smooth LASSO
碩士 === 國立臺灣科技大學 === 資訊工程系 === 96 === In classification tasks, we probe into loss and penalty terms of standard SVMs deeper and find out that the different measurements for loss and penalty terms will influence the performances of outlier resistance and feature selection. Based on our studies and exp...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Others |
| Language: | en_US |
| Published: |
2008
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| Online Access: | http://ndltd.ncl.edu.tw/handle/52036236312268227967 |