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. 2017 May 24;12(5):e0177811. doi: 10.1371/journal.pone.0177811

Table 2. Performance comparison of the three classifiers on the CHD data.

Indicator Classifier Percentiles
minimum 0.5 2.5 5.0 10 20 25 50 75 80 90 95 97.5 99.5 maximum
TPR WSVM 0.3800 0.4231 0.5000 0.5385 0.5769 0.6154 0.6154 0.6923 0.7308 0.7308 0.7692 0.8077 0.8077 0.8462 0.8800
Logit 0.3800 0.4231 0.5000 0.5000 0.5385 0.5769 0.6154 0.6538 0.6923 0.7308 0.7692 0.7692 0.8077 0.8462 0.9200
WRF 0.3800 0.4615 0.5000 0.5385 0.5385 0.5769 0.6154 0.6538 0.7308 0.7308 0.7692 0.8077 0.8462 0.8462 0.8800
TNR WSVM 0.9200 0.9421 0.9438 0.9445 0.9453 0.9460 0.9463 0.9476 0.9491 0.9499 0.9689 0.9924 0.9933 0.9946 1.0000
Logit 0.8000 0.8482 0.9073 0.9332 0.9564 0.9674 0.9702 0.9813 0.9868 0.9877 0.9892 0.9904 0.9913 0.9939 0.9900
WRF 0.8800 0.8856 0.8998 0.9053 0.9116 0.9184 0.9205 0.9304 0.9396 0.9414 0.9460 0.9517 0.9546 0.9618 0.9600
ACC WSVM 0.9200 0.9415 0.9432 0.9440 0.9447 0.9455 0.9457 0.9470 0.9485 0.9492 0.9681 0.9914 0.9924 0.9936 0.9900
Logit 0.8000 0.8483 0.9069 0.9328 0.9558 0.9667 0.9695 0.9806 0.9860 0.9870 0.9885 0.9894 0.9903 0.9931 0.9900
WRF 0.8800 0.8853 0.8995 0.9049 0.9113 0.9179 0.9200 0.9298 0.9389 0.9407 0.9455 0.9510 0.9537 0.9610 0.9600
WTacc WSVM 0.5700 0.5813 0.6347 0.6611 0.6873 0.7145 0.7151 0.7681 0.7955 0.7961 0.8229 0.8493 0.8503 0.8776 0.9000
Logit 0.5600 0.5928 0.6429 0.6471 0.6721 0.6998 0.7097 0.7512 0.7808 0.7988 0.8175 0.8343 0.8565 0.8828 0.9200
WRF 0.5500 0.6047 0.6314 0.6518 0.6650 0.6910 0.7092 0.7413 0.7893 0.7921 0.8166 0.8410 0.8614 0.8739 0.8900
AUC WSVM 0.6800 0.6895 0.7276 0.7435 0.7620 0.7811 0.7821 0.8187 0.8388 0.8398 0.8587 0.8770 0.8788 0.8985 0.9200
Logit 0.6800 0.7059 0.7364 0.7449 0.7610 0.7808 0.7836 0.8149 0.8387 0.8418 0.8600 0.8758 0.8822 0.9072 0.9300
WRF 0.6700 0.6985 0.7258 0.7375 0.7547 0.7776 0.7852 0.8170 0.8474 0.8548 0.8711 0.8916 0.9028 0.9260 0.9300
G WSVM 0.6200 0.6341 0.6888 0.7142 0.7384 0.7628 0.7638 0.8088 0.8317 0.8326 0.8540 0.8743 0.8759 0.8970 0.9200
Logit 0.6100 0.6468 0.6987 0.7037 0.7278 0.7542 0.7574 0.7992 0.8262 0.8292 0.8506 0.8695 0.8791 0.9052 0.9300
WRF 0.6000 0.6583 0.6849 0.7024 0.7186 0.7431 0.7558 0.7860 0.8226 0.8266 0.8445 0.8614 0.8713 0.8912 0.9000