spam-filter

垃圾邮件过滤 样本数64184 算法 准确率 召回率 F1 模型训练耗时 KNN 0.97996 0.98725 0.98359 988ms SVM(SVC-rbf) 0.87646 0.98678 0.92835 3.3min DecisionTree 0.96911 0.98182 0.97542 635ms RandomForest 0.94326 0.98925 0.96571 6.26s GBDT 0.94986 0.98866 0.96887 15.6s Bayes 0.94667 0.98937 0.96755 58.2ms