Improving Efficiency of SVM k-fold Cross-validation by Alpha Seeding

Zeyi Wen, Bin Li, Rao Kotagiri +3

The k-fold cross-validation is commonly used to evaluate the effectiveness of SVMs with the selected hyper-parameters. It is known that the SVM k-fold cross-validation is expensive…