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The Learning Rate of l_2-Coefcient Regularized Classifcation with Strong Loss |
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| Authors: | Bao Huai SHENG Dao Hong XIANG |
| Abstract: | In the present paper, we give an investigation on the learning rate ofl2-coefcient regularized classifcation with strong loss and the data dependent kernel functional spaces. The results show that the learning rate is influenced by the strong convexity. |
| Keywords: | Kernel classifcation learning rate coefcient regularization strong convex loss function |
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