Performance Evaluation with Optimization Strategy for Support Vector Machine Based on ROC Curve

Receiver Operating Characteristic Curve was introduced into the performance evaluation and model optimization of SVM within the kernel parameters s and penalty factor c and area under ROC curve was applied to the model evaluation.