判别标准
距离判别
Bayes判别
判别I
判别II
判别III
(150, 10)
错判率
0.0897
0.0938
0.1062
0.1062
0.1062
F-value
0.8903
0.8738
0.8782
0.8782
0.8782
G-mean
0.9090
0.8886
0.9004
0.9004
0.9004
(300, 10)
错判率
0.0863
0.0942
0.1919
0.1919
0.1919
F-value
0.8417
0.7716
0.7212
0.7212
0.7212
G-mean
0.9117
0.8019
0.8567
0.8567
0.8567
(600, 10)
错判率
0.0840
0.0687
0.3002
0.3002
0.3002
F-value
0.7586
0.6874
0.4876
0.4876
0.4876
G-mean
0.9137
0.7328
0.8027
0.8027
0.8027
(150, 50)
错判率
0.1279
0.1292
0.1439
0.1439
0.1439
F-value
0.8438
0.8259
0.8364
0.8364
0.8364
G-mean
0.8693
0.8497
0.8627
0.8627
0.8627
(300, 50)
错判率
0.1058
0.1078
0.2124
0.2124
0.2124
F-value
0.8065
0.7363
0.6972
0.6972
0.6972
G-mean
0.8871
0.7766
0.8377
0.8377
0.8377
(600, 50)
错判率
0.0921
0.0743
0.3088
0.3088
0.3088
F-value
0.7346
0.6582
0.4792
0.4792
0.4792
G-mean
0.8960
0.7118
0.7949
0.7949
0.7949
(150, 100)
错判率
0.1868
0.1833
0.2020
0.2020
0.2020
F-value
0.7735
0.7559
0.7727
0.7727
0.7727
G-mean
0.8085
0.7932
0.8039
0.8039
0.8039
(300, 100)
错判率
0.1369
0.1264
0.2406
0.2406
0.2406
F-value
0.7514
0.6922
0.6642
0.6642
0.6642
G-mean
0.8482
0.7480
0.8098
0.8098
0.8098
(600, 100)
错判率
0.1047
0.0833
0.3199
0.3199
0.3199
F-value
0.6985
0.6135
0.4675
0.4675
0.4675
G-mean
0.8713
0.6815
0.7836
0.7836
0.7836