Graphics Reference
In-Depth Information
Table 4.2
(continued)
Data set
Imp.
% Wilson's
Avg. Mui
Data set
Imp.
% Wilson's
Avg. Mui
Data set
Imp.
% Wilson's
Avg. Mui
Method
Noise
ratio
Method
Noise
ratio
Method
Noise
ratio
BPCA
66.6667
1.000201
BPCA
23.9544
1.010596
BPCA
44.4444
0.972327
LLSI
66.6667
1.000201
LLSI
24.7148
1.015033
LLSI
37.7778
0.988591
EC
66.6667
1.001143
EC
23.5741
1.102328
EC
48.8889
0.970029
AUT
MC
45.6522
0.985610
HOC
MC
19.3906
0.848649
SOY
MC
2.4390
1.056652
CMC
41.3043
0.991113
CMC
10.2493
2.039992
CMC
2.4390
1.123636
KNNI
41.3043
0.986239
KNNI
20.2216
0.834734
KNNI
2.4390
1.115818
WKNNI
41.3043
0.985953
WKNNI
19.1136
0.833982
WKNNI
2.4390
1.115818
KMI
41.3043
0.985602
KMI
21.8837
0.821936
KMI
2.4390
1.056652
FKMI
45.6522
0.984694
FKMI
20.4986
0.849141
FKMI
2.4390
1.056652
SVMI
43.4783
0.991850
SVMI
20.2216
0.843456
SVMI
2.4390
1.772589
EM
58.6957
0.970557
EM
21.0526
0.775773
EM
2.4390
1.099286
SVDI
52.1739
0.968938
SVDI
21.0526
0.750930
SVDI
7.3171
1.065865
BPCA
43.4783
0.986631
BPCA
19.3906
0.964587
BPCA
7.3171
1.121603
LLSI
45.6522
0.985362
LLSI
20.4986
0.926068
LLSI
2.4390
1.159610
EC
30.4348
1.007652
EC
20.7756
0.911543
EC
2.4390
1.222631
PRT
MC
71.0145
0.949896
AUD
MC
38.7387
0.990711 MAM
MC
21.3740
0.974436
CMC
60.8696
1.120006
CMC
32.8829
1.032162
CMC
13.7405
1.029154
KNNI
69.5652
0.976351
KNNI
38.7387
0.993246
KNNI
25.9542
0.965926
WKNNI
69.5652
0.976351
WKNNI
38.7387
0.993246
WKNNI
25.9542
0.965926
KMI
71.0145
0.949896
KMI
38.7387
1.000235
KMI
24.4275
0.966885
FKMI
71.0145
0.949896
FKMI
38.7387
0.990711
FKMI
20.6107
0.974228
SVMI
68.1159
1.038152
SVMI
37.8378
1.007958
SVMI
16.7939
1.272993
