判别标准
距离判别
Bayes判别
判别I
判别II
判别III
(200, 200)
错判率
0.0375
0.0375
0.0375
0.0375
0.0375
F-value
0.9632
0.9632
0.9632
0.9632
0.9632
G-mean
0.9623
0.9623
0.9623
0.9623
0.9623
(200, 100)
错判率
0.0467
0.0867
0.0700
0.0700
0.0700
F-value
0.9651
0.9389
0.9445
0.9445
0.9445
G-mean
0.9417
0.8630
0.9412
0.9412
0.9412
(200, 50)
错判率
0.0320
0.0720
0.1120
0.1120
0.1120
F-value
0.9805
0.9577
0.9243
0.9243
0.9243
G-mean
0.9216
0.7803
0.9198
0.9198
0.9198
(200, 40)
错判率
0.0292
0.0583
0.1417
0.1417
0.1417
F-value
0.9831
0.9670
0.9069
0.9069
0.9069
G-mean
0.9121
0.7734
0.9010
0.9010
0.9010
(200, 20)
错判率
0.0318
0.0409
0.1818
0.1818
0.1818
F-value
0.9825
0.9782
0.8884
0.8884
0.8884
G-mean
0.8817
0.6811
0.8719
0.8719
0.8719
(200, 10)
错判率
0.0143
0.0238
0.2524
0.2524
0.2524
F-value
0.9925
0.9877
0.8465
0.8465
0.8465
G-mean
0.8811
0.6811
0.8130
0.8130
0.8130