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cs.LG2023
SAMN: A Sample Attention Memory Network Combining SVM and NN in One Architecture
Qiaoling Yang, Linkai Luo, Haoyu Zhang +2
Support vector machine (SVM) and neural networks (NN) have strong complementarity. SVM focuses on the inner operation among samples while NN focuses on the operation among the feat…
cs.LG2023
MaxMin-L2-SVC-NCH: A Novel Approach for Support Vector Classifier Training and Parameter Selection
Linkai Luo, Qiaoling Yang, Hong Peng +2
The selection of Gaussian kernel parameters plays an important role in the applications of support vector classification (SVC). A commonly used method is the k-fold cross validatio…