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
EM
88.4058
0.461600
EM
53.6036
1.129168
EM
20.6107
0.980865
SVDI
91.7874
0.485682
SVDI
46.3964
1.065091
SVDI
27.4809
1.052790
BPCA
71.4976
0.987598
BPCA
40.5405
1.156676
BPCA
25.1908
0.978209
LLSI
69.5652
1.016230
LLSI
36.9369
1.061197
LLSI
26.7176
0.994349
EC
66.1836
1.053185
EC
37.8378
1.209608
EC
18.3206
1.269505
DER
MC
0.0000
1.000581
LUN
MC
80.0000
0.996176
OZO
MC
4.8035
0.982873
CMC
0.0000
1.002406
CMC
80.0000
1.008333
CMC
3.6390
0.989156
KNNI
0.0000
0.999734
KNNI
80.0000
0.996176
KNNI
4.3668
0.982759
WKNNI
0.0000
0.999734
WKNNI
80.0000
0.996176
WKNNI
4.5124
0.982721
KMI
0.0000
1.000581
KMI
80.0000
0.996176
KMI
4.9491
0.982495
FKMI
0.0000
1.000581
FKMI
80.0000
0.996176
FKMI
4.0757
0.982951
SVMI
0.0000
1.001566
SVMI
80.0000
1.006028
SVMI
3.7846
0.988297
EM
0.0000
1.000016
EM
20.0000
1.067844
EM
4.8035
0.979977
SVDI
0.0000
0.999691
SVDI
40.0000
1.076334
SVDI
4.8035
0.979958
BPCA
0.0000
0.999633
BPCA
80.0000
0.996447
BPCA
4.3668
0.983318
LLSI
0.0000
0.999170
LLSI
80.0000
1.007612
LLSI
4.2213
0.983508
EC
0.0000
1.000539
EC
80.0000
1.002385
EC
4.8035
0.944747
 
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