总预测准确率

第一类准确率

第二类准确率

SVM

883/1042(84.74%)

429/521(82.34%)

454/521(87.14%)

LASSO-SVM

907/1041(87.04%)

434/521(83.30%)

473/521(90.79%)

NN

841/1042(80.71%)

410/521(78.69%)

431/521(82.73%)

LASSO-NN

864/1042(83.88%)

432/521(82.92%)

432/521(82.92%)