The Prague Texture Segmentation Datagenerator and Benchmark - Results
optimized
for

Results are sorted by AVG in descending order. The sorting criterium or the order can be changed by clicking on the appropriate criterium label. Subset of compared results can be filtered by several filters below. The segmentation details (single mosaics and their corresponding criteria values) are visible by clicking on the order number. Below the criterium labels are mean and standard deviation of the values of displayed results. They are used to compute z-scores which are displayed in brackets. The ranks are displayed in parentheses.

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Filter by algorithm features
? 0 1   f1 = classification (supervised segmentation)
? 0 1   f2 = hiearchy result (manual selection)
? 0 1   f3 = known number of regions
? 0 1   f4 = [reserved]
Filter by degradationtype: ? no Gaussian Poisson Salt&pepper Blur (Gaussian) Median
Filter by algorithm
Algorithm: Version:

   
Benchmark - Colour f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
38.78
±13.37
OS
1.12
±1.66
US
1.88
±2.21
ME
55.22
±13.44
NE
55.05
±13.50
O
41.12
±29.43
C
41.92
±28.72
CA
48.92
±23.45
CO
58.59
±27.17
CC
60.88
±27.45
I
41.41
±27.17
II
5.04
±2.98
EA
57.72
±26.90
MS
45.40
±26.83
RM
5.24
±2.84
CI
58.57
±27.12
GCE
33.63
±7.51
LCE
28.60
±7.38
BCE
43.68
±8.93
GBCE
38.65
±8.80
BGM
70.94
±7.96
SC
60.63
±8.94
SSC
60.09
±8.96
VD
25.89
±6.76
L
67.47
±7.98
AVI
11.58
±2.59
NVI
37.91
±8.29
NMI
57.50
±9.93
M
14.98
±4.61
ARI
54.18
±11.21
JC
49.46
±9.36
DC
63.66
±8.52
FMI
63.97
±8.36
WI
62.92
±8.66
WII
65.66
±8.58
NBDE
9.45
±1.28
 1.  v-andrearczyk's FCNT sup.  [normal] CL 1 0 1 0  95.98 
 (4.36) 
 [2.879] 
96.01
(1)
[4.281]
1.56
(63)
[0.261]
1.20
(44)
[-0.308]
0.78
(1)
[-4.052]
0.89
(1)
[-4.011]
2.71
(1)
[-1.305]
2.29
(1)
[-1.380]
93.95
(1)
[1.920]
96.73
(1)
[1.404]
97.02
(1)
[1.317]
3.27
(1)
[-1.404]
0.68
(13)
[-1.462]
96.68
(1)
[1.448]
95.10
(1)
[1.853]
0.86
(5)
[-1.545]
96.77
(1)
[1.409]
5.55
(1)
[-3.742]
3.75
(1)
[-3.367]
7.69
(1)
[-4.030]
5.89
(1)
[-3.723]
96.81
(1)
[3.250]
94.16
(1)
[3.750]
94.03
(1)
[3.789]
3.06
(1)
[-3.375]
94.69
(1)
[3.411]
2.27
(1)
[-3.599]
7.56
(1)
[-3.661]
91.69
(1)
[3.442]
1.96
(1)
[-2.823]
93.84
(1)
[3.537]
90.74
(1)
[4.409]
95.10
(1)
[3.691]
95.11
(1)
[3.727]
94.77
(1)
[3.678]
95.46
(1)
[3.472]
1.32
(1)
[-6.331]
 2.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  76.80 
 (5.56) 
 [0.949] 
53.09
(3)
[1.070]
0.00
(1)
[-0.678]
3.46
(75)
[0.713]
38.88
(3)
[-1.217]
38.60
(3)
[-1.218]
19.68
(6)
[-0.729]
21.38
(7)
[-0.715]
67.81
(2)
[0.806]
78.53
(2)
[0.734]
79.10
(6)
[0.664]
21.47
(2)
[-0.734]
4.12
(15)
[-0.309]
77.01
(2)
[0.717]
67.80
(2)
[0.835]
4.24
(19)
[-0.354]
77.84
(2)
[0.711]
24.04
(3)
[-1.278]
19.66
(2)
[-1.211]
33.16
(2)
[-1.178]
28.79
(2)
[-1.121]
79.71
(2)
[1.102]
71.38
(2)
[1.202]
70.30
(2)
[1.140]
17.71
(2)
[-1.209]
75.79
(4)
[1.043]
8.43
(3)
[-1.219]
27.49
(2)
[-1.257]
69.12
(2)
[1.171]
10.32
(2)
[-1.009]
67.66
(2)
[1.202]
61.19
(2)
[1.253]
74.21
(2)
[1.238]
74.46
(2)
[1.256]
71.84
(2)
[1.029]
77.60
(3)
[1.391]
8.33
(7)
[-0.868]
 3.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  76.37 
 (8.39) 
 [0.888] 
53.65
(2)
[1.113]
1.21
(59)
[0.050]
3.41
(74)
[0.693]
36.31
(2)
[-1.408]
36.38
(2)
[-1.383]
19.29
(5)
[-0.742]
21.79
(10)
[-0.701]
67.37
(3)
[0.787]
78.24
(3)
[0.723]
78.62
(10)
[0.646]
21.76
(3)
[-0.723]
4.21
(16)
[-0.278]
76.69
(3)
[0.705]
67.36
(3)
[0.818]
4.25
(21)
[-0.349]
77.46
(3)
[0.697]
25.16
(5)
[-1.129]
20.62
(5)
[-1.081]
34.04
(4)
[-1.079]
29.51
(4)
[-1.039]
79.05
(4)
[1.018]
70.66
(4)
[1.122]
69.47
(4)
[1.047]
18.46
(4)
[-1.098]
75.48
(6)
[1.004]
8.76
(4)
[-1.090]
28.64
(4)
[-1.119]
68.01
(4)
[1.059]
10.72
(4)
[-0.924]
66.26
(4)
[1.077]
59.85
(4)
[1.109]
73.04
(4)
[1.101]
73.28
(4)
[1.114]
71.16
(3)
[0.951]
75.89
(4)
[1.192]
7.79
(4)
[-1.289]
 4.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  76.32 
 (6.89) 
 [0.924] 
52.48
(4)
[1.025]
0.00
(1)
[-0.678]
1.94
(56)
[0.027]
41.55
(4)
[-1.018]
40.97
(4)
[-1.043]
20.74
(7)
[-0.693]
22.10
(12)
[-0.690]
67.01
(4)
[0.772]
77.86
(4)
[0.709]
78.34
(11)
[0.636]
22.14
(4)
[-0.709]
4.40
(19)
[-0.215]
76.21
(6)
[0.687]
66.79
(4)
[0.797]
4.47
(32)
[-0.271]
77.05
(6)
[0.681]
23.93
(2)
[-1.292]
19.69
(3)
[-1.207]
33.50
(3)
[-1.140]
29.26
(3)
[-1.067]
79.35
(3)
[1.057]
71.06
(3)
[1.166]
69.71
(3)
[1.074]
17.86
(3)
[-1.187]
75.22
(7)
[0.972]
8.41
(2)
[-1.224]
27.51
(3)
[-1.255]
68.94
(3)
[1.152]
10.62
(3)
[-0.944]
67.19
(3)
[1.160]
60.90
(3)
[1.221]
73.94
(3)
[1.207]
74.22
(3)
[1.227]
71.09
(4)
[0.944]
77.92
(2)
[1.428]
8.50
(11)
[-0.733]
 5.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  75.15 
 (10.03) 
 [0.798] 
50.03
(6)
[0.842]
0.80
(54)
[-0.197]
0.84
(23)
[-0.470]
43.72
(8)
[-0.857]
44.08
(9)
[-0.812]
21.14
(8)
[-0.679]
22.62
(14)
[-0.672]
66.40
(7)
[0.745]
77.29
(7)
[0.688]
78.12
(13)
[0.628]
22.71
(7)
[-0.688]
4.43
(20)
[-0.205]
76.05
(7)
[0.681]
65.93
(7)
[0.765]
4.39
(24)
[-0.299]
76.83
(7)
[0.673]
26.01
(9)
[-1.016]
21.46
(11)
[-0.967]
35.22
(5)
[-0.947]
30.67
(5)
[-0.906]
78.08
(5)
[0.897]
69.31
(7)
[0.970]
68.54
(5)
[0.943]
19.23
(6)
[-0.985]
74.46
(8)
[0.876]
9.06
(10)
[-0.976]
29.63
(9)
[-0.999]
66.89
(9)
[0.946]
11.20
(5)
[-0.820]
65.01
(5)
[0.966]
58.53
(5)
[0.968]
72.12
(5)
[0.992]
72.38
(5)
[1.006]
70.57
(5)
[0.883]
74.73
(8)
[1.056]
8.54
(13)
[-0.706]
 6.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  74.99 
 (9.56) 
 [0.786] 
49.41
(9)
[0.796]
0.00
(1)
[-0.678]
0.84
(20)
[-0.471]
45.40
(16)
[-0.731]
45.56
(18)
[-0.703]
21.42
(9)
[-0.670]
20.29
(5)
[-0.753]
66.56
(5)
[0.752]
77.38
(5)
[0.692]
79.00
(7)
[0.660]
22.62
(5)
[-0.692]
4.40
(18)
[-0.216]
76.32
(4)
[0.692]
66.07
(5)
[0.770]
4.71
(43)
[-0.188]
77.18
(4)
[0.686]
26.54
(12)
[-0.945]
22.03
(12)
[-0.891]
35.51
(7)
[-0.915]
31.00
(7)
[-0.870]
78.04
(6)
[0.892]
69.06
(9)
[0.942]
68.45
(6)
[0.933]
19.48
(9)
[-0.947]
74.28
(9)
[0.854]
9.26
(12)
[-0.896]
30.36
(12)
[-0.911]
66.17
(12)
[0.873]
11.32
(6)
[-0.793]
64.55
(7)
[0.925]
58.04
(9)
[0.916]
71.73
(7)
[0.947]
72.00
(8)
[0.961]
70.37
(6)
[0.860]
74.18
(9)
[0.993]
8.29
(5)
[-0.901]
 7.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  74.97 
 (10.47) 
 [0.785] 
49.38
(10)
[0.793]
0.00
(1)
[-0.678]
0.84
(20)
[-0.471]
45.40
(16)
[-0.731]
45.63
(19)
[-0.698]
21.49
(10)
[-0.667]
20.34
(6)
[-0.752]
66.55
(6)
[0.752]
77.36
(6)
[0.691]
78.99
(8)
[0.660]
22.64
(6)
[-0.691]
4.39
(17)
[-0.218]
76.31
(5)
[0.691]
66.04
(6)
[0.769]
4.73
(45)
[-0.182]
77.17
(5)
[0.686]
26.56
(13)
[-0.942]
22.03
(13)
[-0.890]
35.54
(8)
[-0.911]
31.01
(8)
[-0.868]
78.02
(7)
[0.890]
69.02
(10)
[0.939]
68.44
(7)
[0.933]
19.50
(10)
[-0.945]
74.28
(10)
[0.853]
9.27
(13)
[-0.895]
30.37
(13)
[-0.910]
66.15
(13)
[0.872]
11.33
(7)
[-0.790]
64.52
(8)
[0.922]
58.00
(10)
[0.912]
71.71
(9)
[0.944]
71.98
(9)
[0.958]
70.35
(7)
[0.858]
74.14
(10)
[0.988]
8.29
(6)
[-0.898]
 8.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  74.75 
 (11.97) 
 [0.782] 
48.90
(12)
[0.757]
0.37
(52)
[-0.457]
0.00
(1)
[-0.849]
46.91
(25)
[-0.619]
46.79
(27)
[-0.612]
21.57
(12)
[-0.664]
21.83
(11)
[-0.700]
65.63
(8)
[0.713]
76.54
(10)
[0.661]
77.29
(16)
[0.598]
23.46
(10)
[-0.661]
4.62
(22)
[-0.142]
75.07
(14)
[0.645]
64.81
(10)
[0.724]
4.45
(28)
[-0.280]
75.85
(14)
[0.637]
25.70
(6)
[-1.057]
21.21
(9)
[-1.002]
35.48
(6)
[-0.919]
30.98
(6)
[-0.872]
77.62
(11)
[0.840]
69.09
(8)
[0.947]
68.16
(8)
[0.901]
19.42
(8)
[-0.956]
74.02
(11)
[0.821]
8.97
(8)
[-1.009]
29.34
(8)
[-1.034]
67.10
(7)
[0.967]
11.35
(8)
[-0.787]
64.68
(6)
[0.936]
58.37
(6)
[0.951]
71.86
(6)
[0.963]
72.16
(6)
[0.980]
70.03
(8)
[0.821]
74.90
(6)
[1.077]
8.70
(17)
[-0.584]
 9.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  74.71 
 (14.44) 
 [0.763] 
48.76
(13)
[0.747]
0.36
(51)
[-0.458]
1.23
(49)
[-0.291]
45.73
(21)
[-0.707]
45.10
(16)
[-0.737]
21.82
(13)
[-0.656]
22.25
(13)
[-0.685]
65.13
(14)
[0.691]
76.54
(9)
[0.661]
76.58
(23)
[0.572]
23.46
(9)
[-0.661]
4.77
(26)
[-0.089]
74.48
(16)
[0.623]
64.81
(9)
[0.724]
4.95
(52)
[-0.103]
75.34
(16)
[0.619]
25.05
(4)
[-1.144]
20.55
(4)
[-1.091]
35.61
(9)
[-0.903]
31.12
(9)
[-0.856]
77.84
(9)
[0.867]
69.74
(5)
[1.018]
67.85
(9)
[0.866]
18.99
(5)
[-1.020]
73.75
(13)
[0.787]
8.90
(7)
[-1.037]
29.10
(5)
[-1.064]
67.10
(8)
[0.966]
11.65
(11)
[-0.722]
64.34
(9)
[0.907]
58.18
(7)
[0.931]
71.73
(8)
[0.947]
72.09
(7)
[0.972]
69.26
(14)
[0.732]
75.67
(5)
[1.166]
8.85
(22)
[-0.464]
 10.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  74.67 
 (13.06) 
 [0.749] 
50.66
(5)
[0.889]
0.36
(49)
[-0.461]
0.83
(19)
[-0.473]
43.74
(9)
[-0.855]
43.52
(8)
[-0.854]
21.51
(11)
[-0.666]
21.47
(8)
[-0.712]
65.56
(10)
[0.709]
76.52
(11)
[0.660]
79.13
(5)
[0.665]
23.48
(11)
[-0.660]
4.55
(21)
[-0.162]
75.31
(9)
[0.654]
64.78
(11)
[0.722]
4.71
(42)
[-0.189]
76.18
(11)
[0.650]
27.09
(14)
[-0.871]
22.40
(14)
[-0.840]
36.05
(11)
[-0.854]
31.36
(12)
[-0.828]
77.74
(10)
[0.854]
68.76
(11)
[0.910]
67.59
(11)
[0.837]
19.88
(11)
[-0.888]
73.80
(12)
[0.793]
9.37
(14)
[-0.854]
30.73
(14)
[-0.867]
65.78
(14)
[0.834]
11.47
(9)
[-0.761]
63.92
(11)
[0.869]
57.55
(11)
[0.864]
71.21
(11)
[0.886]
71.43
(11)
[0.893]
69.86
(9)
[0.802]
73.45
(12)
[0.907]
8.44
(8)
[-0.786]
 11.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  74.65 
 (13.28) 
 [0.766] 
48.74
(14)
[0.745]
0.36
(50)
[-0.458]
0.00
(1)
[-0.849]
47.15
(26)
[-0.601]
46.53
(26)
[-0.631]
21.84
(14)
[-0.655]
21.54
(9)
[-0.710]
65.60
(9)
[0.711]
76.82
(8)
[0.671]
77.10
(19)
[0.591]
23.18
(8)
[-0.671]
4.66
(23)
[-0.128]
75.15
(12)
[0.648]
65.22
(8)
[0.739]
4.62
(40)
[-0.220]
75.98
(12)
[0.642]
26.04
(10)
[-1.011]
21.40
(10)
[-0.976]
35.81
(10)
[-0.882]
31.17
(10)
[-0.851]
77.89
(8)
[0.874]
69.31
(6)
[0.970]
67.78
(10)
[0.859]
19.32
(7)
[-0.971]
73.70
(14)
[0.780]
9.12
(11)
[-0.951]
29.81
(11)
[-0.978]
66.50
(11)
[0.907]
11.55
(10)
[-0.744]
64.31
(10)
[0.904]
58.10
(8)
[0.922]
71.63
(10)
[0.935]
71.94
(10)
[0.954]
69.67
(10)
[0.780]
74.86
(7)
[1.072]
8.68
(16)
[-0.596]
 12.  munozfab's MRF Gibbs sampler  [normal] 1 0 1 0  74.28 
 (19.75) 
 [0.616] 
46.11
(29)
[0.549]
0.81
(55)
[-0.188]
4.18
(76)
[1.037]
44.82
(11)
[-0.775]
45.29
(17)
[-0.723]
14.52
(2)
[-0.904]
16.77
(3)
[-0.876]
65.42
(11)
[0.704]
76.19
(13)
[0.648]
80.30
(3)
[0.708]
23.81
(13)
[-0.648]
4.82
(30)
[-0.075]
75.40
(8)
[0.657]
64.29
(13)
[0.704]
6.43
(71)
[0.419]
76.69
(8)
[0.668]
25.78
(7)
[-1.046]
20.68
(7)
[-1.073]
36.67
(14)
[-0.785]
31.58
(14)
[-0.804]
76.19
(16)
[0.660]
66.99
(16)
[0.712]
66.85
(14)
[0.755]
20.35
(15)
[-0.819]
76.15
(3)
[1.088]
8.84
(6)
[-1.061]
29.20
(7)
[-1.051]
67.43
(5)
[1.000]
13.25
(36)
[-0.375]
60.58
(28)
[0.571]
54.85
(27)
[0.575]
69.05
(22)
[0.632]
69.41
(20)
[0.651]
68.59
(17)
[0.655]
70.97
(26)
[0.618]
9.62
(48)
[0.136]
 13.  munozfab's MRF Gibbs sampler  [normal] 1 0 1 0  74.21 
 (20.39) 
 [0.608] 
45.76
(31)
[0.522]
0.81
(55)
[-0.188]
4.18
(76)
[1.037]
45.20
(13)
[-0.746]
45.75
(20)
[-0.689]
14.94
(4)
[-0.890]
16.07
(2)
[-0.900]
65.22
(13)
[0.695]
76.01
(15)
[0.641]
80.63
(2)
[0.720]
23.99
(15)
[-0.641]
4.78
(27)
[-0.088]
75.21
(10)
[0.650]
64.01
(15)
[0.694]
6.74
(75)
[0.528]
76.62
(9)
[0.666]
25.89
(8)
[-1.032]
20.64
(6)
[-1.079]
36.59
(13)
[-0.794]
31.34
(11)
[-0.831]
76.01
(19)
[0.637]
66.90
(18)
[0.701]
66.92
(13)
[0.763]
20.20
(12)
[-0.842]
76.16
(2)
[1.089]
8.83
(5)
[-1.065]
29.17
(6)
[-1.055]
67.26
(6)
[0.983]
13.47
(40)
[-0.328]
60.28
(31)
[0.544]
54.88
(26)
[0.578]
69.07
(21)
[0.635]
69.39
(21)
[0.649]
68.09
(21)
[0.596]
71.33
(23)
[0.661]
9.63
(50)
[0.145]
 14.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  74.10 
 (15.64) 
 [0.695] 
49.08
(11)
[0.771]
0.00
(1)
[-0.678]
1.24
(53)
[-0.288]
45.21
(14)
[-0.745]
45.01
(15)
[-0.744]
23.21
(17)
[-0.609]
22.75
(15)
[-0.667]
65.06
(15)
[0.688]
76.11
(14)
[0.645]
78.75
(9)
[0.651]
23.89
(14)
[-0.645]
4.87
(33)
[-0.058]
75.05
(15)
[0.644]
64.17
(14)
[0.700]
4.41
(27)
[-0.293]
75.96
(13)
[0.641]
27.84
(17)
[-0.772]
22.89
(16)
[-0.774]
36.55
(12)
[-0.799]
31.60
(15)
[-0.801]
77.20
(12)
[0.786]
67.97
(12)
[0.821]
66.81
(15)
[0.750]
20.37
(16)
[-0.816]
73.38
(15)
[0.740]
9.51
(15)
[-0.800]
31.05
(15)
[-0.828]
65.42
(15)
[0.797]
11.72
(12)
[-0.707]
63.18
(12)
[0.803]
56.95
(12)
[0.800]
70.61
(13)
[0.815]
70.82
(13)
[0.820]
69.00
(15)
[0.702]
73.08
(13)
[0.864]
8.71
(18)
[-0.572]
 15.  munozfab's MRF Gibbs sampler  [normal] 1 0 1 0  74.09 
 (20.44) 
 [0.604] 
46.31
(25)
[0.564]
0.00
(1)
[-0.678]
4.18
(76)
[1.037]
45.45
(18)
[-0.728]
46.02
(21)
[-0.669]
14.57
(3)
[-0.902]
17.45
(4)
[-0.852]
65.34
(12)
[0.700]
76.21
(12)
[0.649]
79.78
(4)
[0.689]
23.79
(12)
[-0.649]
5.52
(58)
[0.161]
75.19
(11)
[0.649]
64.32
(12)
[0.705]
6.15
(68)
[0.321]
76.41
(10)
[0.658]
26.29
(11)
[-0.978]
21.05
(8)
[-1.024]
36.76
(15)
[-0.775]
31.51
(13)
[-0.811]
76.21
(15)
[0.663]
66.90
(17)
[0.701]
66.93
(12)
[0.763]
20.33
(14)
[-0.822]
75.55
(5)
[1.012]
8.97
(9)
[-1.008]
29.65
(10)
[-0.996]
66.69
(10)
[0.925]
13.53
(41)
[-0.315]
60.15
(33)
[0.533]
54.81
(28)
[0.571]
68.95
(25)
[0.620]
69.28
(23)
[0.635]
68.26
(19)
[0.616]
70.98
(25)
[0.619]
9.74
(56)
[0.228]
f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
38.78
±13.37
OS
1.12
±1.66
US
1.88
±2.21
ME
55.22
±13.44
NE
55.05
±13.50
O
41.12
±29.43
C
41.92
±28.72
CA
48.92
±23.45
CO
58.59
±27.17
CC
60.88
±27.45
I
41.41
±27.17
II
5.04
±2.98
EA
57.72
±26.90
MS
45.40
±26.83
RM
5.24
±2.84
CI
58.57
±27.12
GCE
33.63
±7.51
LCE
28.60
±7.38
BCE
43.68
±8.93
GBCE
38.65
±8.80
BGM
70.94
±7.96
SC
60.63
±8.94
SSC
60.09
±8.96
VD
25.89
±6.76
L
67.47
±7.98
AVI
11.58
±2.59
NVI
37.91
±8.29
NMI
57.50
±9.93
M
14.98
±4.61
ARI
54.18
±11.21
JC
49.46
±9.36
DC
63.66
±8.52
FMI
63.97
±8.36
WI
62.92
±8.66
WII
65.66
±8.58
NBDE
9.45
±1.28
 16.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  73.41 
 (19.11) 
 [0.618] 
47.33
(23)
[0.639]
0.00
(1)
[-0.678]
1.24
(52)
[-0.289]
47.22
(27)
[-0.596]
47.02
(29)
[-0.595]
22.50
(15)
[-0.633]
23.52
(16)
[-0.641]
64.80
(16)
[0.677]
75.98
(16)
[0.640]
78.30
(12)
[0.635]
24.02
(16)
[-0.640]
4.78
(28)
[-0.086]
75.13
(13)
[0.647]
63.97
(16)
[0.692]
4.02
(12)
[-0.430]
75.84
(15)
[0.637]
29.52
(25)
[-0.548]
24.71
(27)
[-0.528]
37.37
(17)
[-0.707]
32.56
(17)
[-0.693]
76.87
(13)
[0.745]
67.07
(15)
[0.720]
66.11
(19)
[0.672]
21.37
(21)
[-0.668]
72.90
(16)
[0.680]
9.90
(23)
[-0.649]
32.58
(23)
[-0.644]
64.08
(19)
[0.663]
11.91
(13)
[-0.666]
62.15
(16)
[0.711]
55.89
(18)
[0.686]
69.71
(16)
[0.710]
69.87
(17)
[0.706]
68.92
(16)
[0.693]
71.14
(24)
[0.638]
8.99
(26)
[-0.359]
 17.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  73.20 
 (23.83) 
 [0.562] 
49.51
(8)
[0.803]
1.80
(65)
[0.408]
2.58
(73)
[0.314]
43.35
(6)
[-0.884]
42.45
(7)
[-0.934]
24.23
(25)
[-0.574]
25.62
(28)
[-0.568]
63.39
(21)
[0.617]
75.17
(20)
[0.610]
76.07
(30)
[0.554]
24.83
(20)
[-0.610]
4.92
(36)
[-0.041]
73.39
(30)
[0.582]
62.75
(20)
[0.647]
4.72
(44)
[-0.183]
74.34
(28)
[0.582]
28.08
(18)
[-0.739]
23.61
(20)
[-0.677]
37.84
(20)
[-0.654]
33.36
(22)
[-0.601]
75.78
(21)
[0.608]
67.11
(14)
[0.725]
65.22
(23)
[0.572]
21.22
(20)
[-0.690]
71.47
(28)
[0.502]
9.80
(18)
[-0.689]
31.92
(18)
[-0.723]
64.20
(18)
[0.675]
12.15
(17)
[-0.613]
62.02
(17)
[0.699]
56.16
(14)
[0.715]
69.69
(17)
[0.707]
70.01
(16)
[0.723]
67.85
(23)
[0.569]
72.83
(15)
[0.835]
9.40
(38)
[-0.036]
 18.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  73.12 
 (21.36) 
 [0.559] 
45.39
(35)
[0.495]
4.58
(81)
[2.088]
0.00
(1)
[-0.849]
50.24
(40)
[-0.371]
50.10
(38)
[-0.366]
25.21
(33)
[-0.541]
24.28
(18)
[-0.614]
63.97
(18)
[0.642]
75.24
(18)
[0.613]
75.95
(31)
[0.549]
24.76
(18)
[-0.613]
4.84
(31)
[-0.067]
73.91
(21)
[0.602]
62.86
(18)
[0.651]
4.47
(31)
[-0.273]
74.61
(21)
[0.592]
27.74
(16)
[-0.785]
22.86
(15)
[-0.778]
37.25
(16)
[-0.720]
32.37
(16)
[-0.713]
76.64
(14)
[0.716]
67.50
(13)
[0.768]
66.67
(16)
[0.734]
20.32
(13)
[-0.823]
72.36
(17)
[0.612]
9.55
(16)
[-0.785]
31.36
(16)
[-0.791]
64.78
(16)
[0.733]
11.94
(14)
[-0.658]
63.07
(13)
[0.793]
56.67
(13)
[0.769]
70.69
(12)
[0.826]
70.96
(12)
[0.836]
69.53
(11)
[0.763]
72.92
(14)
[0.846]
9.52
(43)
[0.057]
 19.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  73.04 
 (24.81) 
 [0.544] 
49.71
(7)
[0.818]
1.80
(66)
[0.409]
2.49
(72)
[0.276]
42.63
(5)
[-0.938]
42.20
(5)
[-0.952]
23.49
(20)
[-0.599]
24.65
(19)
[-0.601]
63.33
(24)
[0.615]
75.10
(21)
[0.608]
76.18
(29)
[0.558]
24.90
(21)
[-0.608]
4.87
(34)
[-0.057]
73.62
(26)
[0.591]
62.66
(21)
[0.643]
4.52
(34)
[-0.254]
74.52
(23)
[0.588]
29.02
(22)
[-0.614]
24.66
(26)
[-0.535]
38.09
(23)
[-0.626]
33.73
(26)
[-0.560]
75.62
(26)
[0.589]
66.56
(22)
[0.664]
64.84
(28)
[0.531]
21.60
(23)
[-0.634]
71.51
(27)
[0.506]
10.07
(27)
[-0.583]
32.94
(26)
[-0.600]
63.33
(25)
[0.587]
12.21
(19)
[-0.600]
61.52
(19)
[0.655]
55.55
(19)
[0.650]
69.24
(19)
[0.655]
69.49
(19)
[0.661]
67.81
(24)
[0.565]
71.69
(19)
[0.702]
9.02
(27)
[-0.330]
 20.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.88 
 (27.78) 
 [0.518] 
47.83
(20)
[0.677]
1.76
(64)
[0.385]
4.44
(79)
[1.157]
43.58
(7)
[-0.866]
42.34
(6)
[-0.941]
26.14
(41)
[-0.509]
25.40
(27)
[-0.575]
62.78
(32)
[0.591]
74.68
(26)
[0.592]
75.22
(40)
[0.522]
25.32
(26)
[-0.592]
5.23
(53)
[0.063]
72.71
(36)
[0.557]
62.02
(26)
[0.619]
4.62
(39)
[-0.220]
73.68
(35)
[0.557]
27.45
(15)
[-0.823]
23.11
(17)
[-0.744]
38.03
(22)
[-0.633]
33.69
(25)
[-0.564]
75.47
(28)
[0.570]
66.88
(19)
[0.699]
64.96
(26)
[0.543]
21.13
(19)
[-0.703]
71.22
(30)
[0.470]
9.68
(17)
[-0.735]
31.53
(17)
[-0.771]
64.41
(17)
[0.696]
12.50
(25)
[-0.537]
61.59
(18)
[0.661]
55.94
(17)
[0.692]
69.44
(18)
[0.678]
69.85
(18)
[0.704]
67.07
(32)
[0.479]
73.51
(11)
[0.915]
9.67
(52)
[0.177]
 21.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.78 
 (23.22) 
 [0.511] 
45.62
(32)
[0.512]
4.37
(78)
[1.963]
0.84
(20)
[-0.471]
49.52
(36)
[-0.425]
49.56
(37)
[-0.407]
25.11
(32)
[-0.544]
24.77
(22)
[-0.597]
64.24
(17)
[0.653]
75.28
(17)
[0.614]
76.66
(22)
[0.575]
24.72
(17)
[-0.614]
4.68
(24)
[-0.120]
74.34
(17)
[0.618]
62.92
(17)
[0.653]
4.49
(33)
[-0.266]
75.09
(17)
[0.609]
29.09
(24)
[-0.605]
24.39
(25)
[-0.571]
37.71
(19)
[-0.668]
33.01
(19)
[-0.641]
76.06
(17)
[0.643]
66.57
(21)
[0.665]
66.21
(17)
[0.683]
21.11
(17)
[-0.707]
71.83
(23)
[0.546]
9.99
(24)
[-0.613]
32.89
(25)
[-0.606]
63.32
(26)
[0.587]
12.08
(16)
[-0.628]
62.32
(15)
[0.726]
56.06
(16)
[0.704]
70.01
(15)
[0.746]
70.23
(15)
[0.749]
69.42
(12)
[0.751]
71.46
(21)
[0.676]
9.25
(31)
[-0.153]
 22.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.72 
 (26.33) 
 [0.542] 
47.98
(19)
[0.688]
0.87
(58)
[-0.154]
1.24
(51)
[-0.291]
45.56
(20)
[-0.719]
44.81
(14)
[-0.758]
24.50
(28)
[-0.565]
25.33
(26)
[-0.578]
63.36
(23)
[0.616]
74.39
(31)
[0.582]
76.54
(24)
[0.571]
25.61
(31)
[-0.582]
4.97
(41)
[-0.025]
73.68
(23)
[0.593]
61.58
(31)
[0.603]
4.25
(20)
[-0.351]
74.45
(25)
[0.585]
30.13
(30)
[-0.466]
25.38
(32)
[-0.437]
37.96
(21)
[-0.640]
33.21
(21)
[-0.618]
75.70
(22)
[0.598]
65.93
(26)
[0.593]
65.62
(20)
[0.617]
21.75
(24)
[-0.611]
72.31
(18)
[0.606]
10.06
(26)
[-0.590]
33.07
(27)
[-0.584]
63.53
(22)
[0.607]
12.17
(18)
[-0.610]
61.25
(20)
[0.631]
55.04
(22)
[0.595]
68.98
(23)
[0.625]
69.14
(25)
[0.619]
68.33
(18)
[0.625]
70.27
(31)
[0.537]
9.39
(37)
[-0.045]
 23.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.70 
 (26.28) 
 [0.545] 
48.41
(15)
[0.721]
0.00
(1)
[-0.678]
2.16
(66)
[0.129]
44.96
(12)
[-0.764]
44.22
(10)
[-0.802]
24.35
(26)
[-0.570]
25.82
(29)
[-0.561]
62.87
(30)
[0.595]
74.23
(33)
[0.576]
77.41
(15)
[0.602]
25.77
(33)
[-0.576]
5.24
(54)
[0.066]
73.18
(33)
[0.575]
61.34
(33)
[0.594]
4.59
(37)
[-0.230]
74.15
(31)
[0.575]
29.91
(26)
[-0.496]
24.82
(30)
[-0.513]
38.31
(24)
[-0.602]
33.21
(20)
[-0.618]
75.69
(23)
[0.597]
66.13
(23)
[0.615]
65.15
(24)
[0.565]
21.86
(26)
[-0.596]
71.53
(26)
[0.509]
10.03
(25)
[-0.601]
32.80
(24)
[-0.617]
63.46
(24)
[0.600]
12.41
(22)
[-0.556]
61.06
(22)
[0.614]
55.21
(20)
[0.613]
68.97
(24)
[0.623]
69.16
(24)
[0.621]
67.28
(31)
[0.503]
71.43
(22)
[0.672]
9.12
(28)
[-0.251]
 24.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.67 
 (23.94) 
 [0.508] 
44.77
(38)
[0.449]
4.34
(76)
[1.940]
0.84
(23)
[-0.470]
50.20
(38)
[-0.374]
50.70
(40)
[-0.322]
25.11
(31)
[-0.544]
25.99
(30)
[-0.555]
63.91
(19)
[0.639]
75.06
(22)
[0.606]
75.78
(34)
[0.543]
24.94
(22)
[-0.606]
4.79
(29)
[-0.083]
74.03
(19)
[0.606]
62.59
(22)
[0.641]
4.19
(15)
[-0.371]
74.69
(20)
[0.595]
28.87
(20)
[-0.634]
24.09
(23)
[-0.611]
37.64
(18)
[-0.676]
32.86
(18)
[-0.658]
75.95
(20)
[0.630]
66.58
(20)
[0.665]
66.14
(18)
[0.676]
21.12
(18)
[-0.705]
71.99
(21)
[0.567]
9.82
(19)
[-0.682]
32.25
(20)
[-0.683]
63.95
(20)
[0.649]
12.03
(15)
[-0.640]
62.45
(14)
[0.738]
56.14
(15)
[0.713]
70.13
(14)
[0.759]
70.32
(14)
[0.761]
69.38
(13)
[0.745]
71.68
(20)
[0.701]
9.54
(44)
[0.076]
 25.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.60 
 (25.08) 
 [0.539] 
47.81
(21)
[0.676]
0.00
(1)
[-0.678]
0.81
(14)
[-0.483]
46.59
(23)
[-0.642]
46.16
(23)
[-0.659]
23.59
(21)
[-0.596]
24.06
(17)
[-0.622]
63.36
(22)
[0.616]
75.22
(19)
[0.612]
77.52
(14)
[0.606]
24.78
(19)
[-0.612]
4.93
(37)
[-0.038]
73.94
(20)
[0.603]
62.83
(19)
[0.650]
4.40
(26)
[-0.297]
74.82
(19)
[0.599]
30.07
(28)
[-0.475]
25.86
(35)
[-0.372]
38.68
(28)
[-0.559]
34.48
(34)
[-0.474]
75.46
(29)
[0.568]
65.89
(27)
[0.588]
64.51
(32)
[0.494]
22.21
(32)
[-0.543]
71.44
(29)
[0.498]
10.39
(33)
[-0.459]
34.10
(34)
[-0.460]
62.15
(34)
[0.468]
12.44
(24)
[-0.550]
60.77
(24)
[0.588]
54.79
(29)
[0.569]
68.67
(27)
[0.588]
68.86
(29)
[0.585]
67.56
(27)
[0.536]
70.53
(30)
[0.567]
8.86
(23)
[-0.460]
 26.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.46 
 (29.08) 
 [0.507] 
48.06
(18)
[0.695]
0.87
(57)
[-0.154]
1.24
(50)
[-0.291]
45.32
(15)
[-0.737]
44.50
(12)
[-0.781]
24.12
(24)
[-0.578]
24.85
(23)
[-0.595]
63.15
(28)
[0.607]
74.32
(32)
[0.579]
76.29
(26)
[0.561]
25.68
(32)
[-0.579]
4.98
(44)
[-0.020]
73.66
(24)
[0.593]
61.48
(32)
[0.599]
4.23
(17)
[-0.358]
74.37
(27)
[0.583]
30.95
(35)
[-0.358]
26.22
(39)
[-0.323]
38.46
(26)
[-0.584]
33.73
(27)
[-0.559]
75.57
(27)
[0.582]
65.57
(29)
[0.552]
65.28
(22)
[0.580]
22.20
(31)
[-0.546]
72.16
(20)
[0.588]
10.34
(32)
[-0.478]
34.09
(33)
[-0.461]
62.48
(31)
[0.502]
12.38
(21)
[-0.564]
60.59
(27)
[0.572]
54.47
(31)
[0.535]
68.47
(31)
[0.564]
68.60
(31)
[0.554]
67.97
(22)
[0.583]
69.50
(32)
[0.447]
9.44
(39)
[-0.003]
 27.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.35 
 (26.14) 
 [0.541] 
46.70
(24)
[0.593]
0.00
(1)
[-0.678]
0.00
(1)
[-0.849]
49.34
(34)
[-0.438]
48.93
(35)
[-0.453]
24.40
(27)
[-0.568]
26.26
(34)
[-0.545]
63.17
(25)
[0.608]
74.43
(30)
[0.583]
77.24
(17)
[0.596]
25.57
(30)
[-0.583]
5.14
(51)
[0.035]
73.53
(27)
[0.588]
61.65
(30)
[0.606]
4.31
(22)
[-0.330]
74.37
(26)
[0.583]
30.57
(33)
[-0.408]
25.78
(34)
[-0.382]
38.36
(25)
[-0.596]
33.57
(24)
[-0.578]
76.05
(18)
[0.642]
66.07
(25)
[0.609]
65.31
(21)
[0.583]
22.01
(27)
[-0.574]
71.80
(24)
[0.542]
10.32
(30)
[-0.487]
33.75
(30)
[-0.502]
62.55
(29)
[0.509]
12.43
(23)
[-0.552]
60.75
(25)
[0.586]
54.90
(24)
[0.580]
68.67
(29)
[0.588]
68.84
(30)
[0.583]
67.37
(29)
[0.513]
70.65
(28)
[0.581]
8.76
(19)
[-0.530]
 28.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.26 
 (27.00) 
 [0.510] 
45.59
(34)
[0.510]
0.00
(1)
[-0.678]
1.22
(48)
[-0.297]
49.39
(35)
[-0.434]
48.56
(34)
[-0.480]
22.86
(16)
[-0.621]
24.69
(20)
[-0.600]
63.45
(20)
[0.620]
74.81
(24)
[0.597]
76.94
(20)
[0.585]
25.19
(24)
[-0.597]
4.76
(25)
[-0.093]
74.14
(18)
[0.610]
62.21
(24)
[0.627]
4.14
(14)
[-0.388]
74.93
(18)
[0.603]
31.04
(38)
[-0.346]
26.13
(38)
[-0.335]
38.86
(31)
[-0.540]
33.96
(30)
[-0.533]
75.68
(24)
[0.596]
65.44
(32)
[0.538]
64.94
(27)
[0.541]
22.51
(33)
[-0.500]
72.26
(19)
[0.600]
10.46
(34)
[-0.433]
34.43
(36)
[-0.421]
62.26
(33)
[0.479]
12.37
(20)
[-0.566]
60.38
(29)
[0.553]
54.15
(34)
[0.501]
68.22
(32)
[0.535]
68.36
(33)
[0.525]
68.16
(20)
[0.605]
68.84
(34)
[0.370]
8.80
(20)
[-0.502]
 29.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.25 
 (32.22) 
 [0.448] 
48.12
(17)
[0.699]
3.88
(73)
[1.665]
2.16
(64)
[0.125]
45.46
(19)
[-0.726]
44.59
(13)
[-0.775]
25.75
(37)
[-0.522]
26.20
(32)
[-0.547]
62.27
(35)
[0.569]
73.67
(36)
[0.555]
75.83
(32)
[0.545]
26.33
(36)
[-0.555]
5.56
(59)
[0.173]
72.46
(37)
[0.548]
60.50
(36)
[0.563]
4.89
(50)
[-0.124]
73.48
(37)
[0.550]
29.07
(23)
[-0.608]
23.60
(19)
[-0.678]
38.90
(32)
[-0.535]
33.43
(23)
[-0.594]
75.08
(32)
[0.520]
65.79
(28)
[0.577]
64.57
(31)
[0.500]
21.81
(25)
[-0.603]
70.65
(35)
[0.398]
9.88
(20)
[-0.658]
32.25
(19)
[-0.683]
63.68
(21)
[0.622]
13.03
(31)
[-0.423]
60.30
(30)
[0.546]
54.88
(25)
[0.579]
68.57
(30)
[0.577]
68.89
(27)
[0.589]
66.05
(38)
[0.361]
72.38
(17)
[0.782]
9.49
(41)
[0.036]
 30.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.22 
 (28.61) 
 [0.503] 
45.78
(30)
[0.524]
0.00
(1)
[-0.678]
2.05
(61)
[0.075]
48.06
(30)
[-0.533]
47.56
(31)
[-0.555]
23.42
(18)
[-0.601]
24.76
(21)
[-0.598]
63.16
(26)
[0.607]
74.49
(29)
[0.585]
76.85
(21)
[0.582]
25.51
(29)
[-0.585]
4.91
(35)
[-0.042]
73.71
(22)
[0.594]
61.74
(29)
[0.609]
4.35
(23)
[-0.314]
74.53
(22)
[0.589]
30.77
(34)
[-0.381]
25.92
(37)
[-0.363]
38.77
(30)
[-0.549]
33.93
(29)
[-0.536]
75.33
(30)
[0.552]
65.35
(33)
[0.527]
64.67
(30)
[0.511]
22.58
(34)
[-0.489]
71.87
(22)
[0.551]
10.34
(31)
[-0.479]
33.96
(31)
[-0.477]
62.53
(30)
[0.507]
12.51
(26)
[-0.536]
60.24
(32)
[0.541]
54.28
(32)
[0.515]
68.17
(33)
[0.530]
68.33
(34)
[0.522]
67.57
(26)
[0.537]
69.41
(33)
[0.437]
8.63
(15)
[-0.634]
f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
38.78
±13.37
OS
1.12
±1.66
US
1.88
±2.21
ME
55.22
±13.44
NE
55.05
±13.50
O
41.12
±29.43
C
41.92
±28.72
CA
48.92
±23.45
CO
58.59
±27.17
CC
60.88
±27.45
I
41.41
±27.17
II
5.04
±2.98
EA
57.72
±26.90
MS
45.40
±26.83
RM
5.24
±2.84
CI
58.57
±27.12
GCE
33.63
±7.51
LCE
28.60
±7.38
BCE
43.68
±8.93
GBCE
38.65
±8.80
BGM
70.94
±7.96
SC
60.63
±8.94
SSC
60.09
±8.96
VD
25.89
±6.76
L
67.47
±7.98
AVI
11.58
±2.59
NVI
37.91
±8.29
NMI
57.50
±9.93
M
14.98
±4.61
ARI
54.18
±11.21
JC
49.46
±9.36
DC
63.66
±8.52
FMI
63.97
±8.36
WI
62.92
±8.66
WII
65.66
±8.58
NBDE
9.45
±1.28
 31.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  72.20 
 (28.67) 
 [0.467] 
44.44
(40)
[0.424]
4.22
(75)
[1.868]
0.00
(1)
[-0.849]
51.71
(46)
[-0.261]
51.12
(43)
[-0.291]
26.17
(42)
[-0.508]
25.28
(25)
[-0.579]
63.12
(29)
[0.606]
74.96
(23)
[0.602]
75.63
(35)
[0.537]
25.04
(23)
[-0.602]
5.04
(45)
[0.000]
73.43
(29)
[0.584]
62.43
(23)
[0.635]
4.46
(30)
[-0.275]
74.26
(29)
[0.578]
28.96
(21)
[-0.622]
24.11
(24)
[-0.609]
38.62
(27)
[-0.566]
33.77
(28)
[-0.555]
75.64
(25)
[0.590]
66.13
(24)
[0.615]
65.01
(25)
[0.549]
21.46
(22)
[-0.655]
71.08
(31)
[0.453]
9.90
(22)
[-0.650]
32.39
(22)
[-0.666]
63.53
(23)
[0.607]
12.60
(28)
[-0.515]
61.07
(21)
[0.614]
55.14
(21)
[0.606]
69.08
(20)
[0.636]
69.35
(22)
[0.644]
67.46
(28)
[0.525]
71.80
(18)
[0.716]
9.49
(42)
[0.038]
 32.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  71.94 
 (30.94) 
 [0.433] 
44.64
(39)
[0.439]
4.37
(78)
[1.963]
0.83
(18)
[-0.476]
50.23
(39)
[-0.372]
50.16
(39)
[-0.362]
25.79
(38)
[-0.521]
26.74
(37)
[-0.529]
63.16
(27)
[0.607]
74.69
(25)
[0.593]
75.39
(38)
[0.529]
25.31
(25)
[-0.593]
4.95
(39)
[-0.031]
73.52
(28)
[0.587]
62.04
(25)
[0.620]
4.09
(13)
[-0.405]
74.24
(30)
[0.578]
30.31
(32)
[-0.442]
25.58
(33)
[-0.409]
38.75
(29)
[-0.552]
34.02
(31)
[-0.526]
75.31
(31)
[0.549]
65.55
(30)
[0.550]
64.79
(29)
[0.525]
22.04
(28)
[-0.570]
70.91
(34)
[0.431]
10.27
(29)
[-0.505]
33.67
(29)
[-0.512]
62.39
(32)
[0.492]
12.53
(27)
[-0.531]
60.88
(23)
[0.598]
54.97
(23)
[0.588]
68.87
(26)
[0.611]
69.03
(26)
[0.606]
67.77
(25)
[0.560]
70.63
(29)
[0.579]
9.21
(30)
[-0.181]
 33.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  71.86 
 (30.81) 
 [0.459] 
47.65
(22)
[0.664]
0.00
(1)
[-0.678]
0.82
(17)
[-0.480]
46.50
(22)
[-0.650]
46.32
(24)
[-0.646]
23.88
(22)
[-0.586]
26.01
(31)
[-0.554]
62.78
(33)
[0.591]
74.67
(27)
[0.592]
77.13
(18)
[0.592]
25.33
(27)
[-0.592]
4.94
(38)
[-0.033]
73.63
(25)
[0.591]
62.00
(27)
[0.619]
4.54
(35)
[-0.247]
74.48
(24)
[0.587]
31.69
(39)
[-0.259]
27.30
(44)
[-0.176]
39.73
(34)
[-0.442]
35.34
(37)
[-0.376]
74.98
(34)
[0.508]
64.84
(35)
[0.471]
63.81
(35)
[0.416]
23.18
(35)
[-0.400]
71.00
(33)
[0.442]
10.91
(45)
[-0.258]
35.86
(43)
[-0.247]
60.41
(43)
[0.293]
12.84
(30)
[-0.464]
59.34
(35)
[0.460]
53.53
(35)
[0.435]
67.50
(35)
[0.451]
67.64
(35)
[0.440]
66.79
(33)
[0.447]
68.78
(35)
[0.363]
8.81
(21)
[-0.491]
 34.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  71.75 
 (33.44) 
 [0.413] 
43.36
(42)
[0.343]
4.34
(76)
[1.940]
0.85
(25)
[-0.466]
51.77
(47)
[-0.257]
51.68
(46)
[-0.250]
25.91
(40)
[-0.517]
26.24
(33)
[-0.546]
62.84
(31)
[0.594]
74.56
(28)
[0.588]
75.28
(39)
[0.525]
25.44
(28)
[-0.588]
5.09
(50)
[0.017]
73.19
(32)
[0.575]
61.84
(28)
[0.613]
4.23
(18)
[-0.357]
73.96
(33)
[0.568]
30.01
(27)
[-0.483]
25.22
(31)
[-0.458]
38.95
(33)
[-0.529]
34.17
(32)
[-0.509]
75.03
(33)
[0.515]
65.49
(31)
[0.543]
64.47
(33)
[0.489]
22.10
(30)
[-0.560]
70.61
(36)
[0.393]
10.16
(28)
[-0.551]
33.21
(28)
[-0.567]
62.74
(28)
[0.528]
12.65
(29)
[-0.505]
60.62
(26)
[0.574]
54.77
(30)
[0.567]
68.67
(28)
[0.588]
68.87
(28)
[0.587]
67.28
(30)
[0.503]
70.88
(27)
[0.608]
9.45
(40)
[0.001]
 35.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  71.68 
 (32.25) 
 [0.428] 
48.14
(16)
[0.700]
0.00
(1)
[-0.678]
2.03
(59)
[0.067]
44.01
(10)
[-0.835]
44.25
(11)
[-0.800]
23.46
(19)
[-0.600]
25.22
(24)
[-0.582]
62.37
(34)
[0.574]
73.92
(34)
[0.564]
76.20
(28)
[0.558]
26.08
(34)
[-0.564]
5.08
(49)
[0.013]
73.36
(31)
[0.581]
60.88
(34)
[0.577]
4.22
(16)
[-0.360]
74.08
(32)
[0.572]
32.26
(42)
[-0.183]
27.32
(45)
[-0.174]
40.08
(36)
[-0.403]
35.14
(35)
[-0.399]
74.75
(35)
[0.479]
64.13
(36)
[0.391]
63.84
(34)
[0.418]
23.32
(36)
[-0.380]
71.55
(25)
[0.512]
10.85
(39)
[-0.284]
35.82
(42)
[-0.252]
60.71
(41)
[0.323]
13.09
(32)
[-0.409]
58.26
(37)
[0.365]
52.27
(37)
[0.300]
66.59
(38)
[0.343]
66.73
(38)
[0.331]
66.49
(34)
[0.411]
67.28
(43)
[0.189]
8.93
(24)
[-0.398]
 36.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  71.37 
 (38.47) 
 [0.365] 
45.61
(33)
[0.511]
4.76
(82)
[2.197]
1.40
(54)
[-0.219]
48.59
(32)
[-0.494]
46.96
(28)
[-0.599]
29.07
(50)
[-0.410]
27.65
(41)
[-0.497]
61.03
(40)
[0.516]
72.68
(41)
[0.519]
74.60
(44)
[0.500]
27.32
(41)
[-0.519]
5.88
(63)
[0.281]
71.14
(43)
[0.499]
59.02
(41)
[0.508]
5.25
(56)
[0.004]
72.25
(43)
[0.505]
28.70
(19)
[-0.657]
23.21
(18)
[-0.730]
39.78
(35)
[-0.437]
34.29
(33)
[-0.496]
74.09
(38)
[0.396]
65.10
(34)
[0.500]
63.63
(36)
[0.396]
22.09
(29)
[-0.561]
69.25
(47)
[0.223]
9.89
(21)
[-0.654]
32.32
(21)
[-0.675]
63.24
(27)
[0.578]
13.58
(42)
[-0.303]
59.52
(34)
[0.476]
54.25
(33)
[0.511]
68.09
(34)
[0.520]
68.51
(32)
[0.544]
65.25
(44)
[0.269]
72.65
(16)
[0.815]
10.00
(60)
[0.429]
 37.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  71.20 
 (36.31) 
 [0.390] 
46.12
(28)
[0.549]
0.00
(1)
[-0.678]
2.04
(60)
[0.073]
47.36
(29)
[-0.585]
46.44
(25)
[-0.637]
25.26
(34)
[-0.539]
27.08
(39)
[-0.517]
61.50
(38)
[0.536]
73.15
(38)
[0.536]
76.25
(27)
[0.560]
26.85
(38)
[-0.536]
5.06
(46)
[0.006]
72.35
(38)
[0.544]
59.72
(38)
[0.534]
4.96
(53)
[-0.098]
73.43
(38)
[0.548]
31.89
(40)
[-0.232]
26.45
(40)
[-0.292]
40.69
(37)
[-0.335]
35.25
(36)
[-0.386]
74.18
(37)
[0.407]
63.99
(37)
[0.375]
63.14
(38)
[0.340]
23.69
(37)
[-0.325]
70.04
(42)
[0.323]
10.73
(37)
[-0.330]
35.33
(37)
[-0.311]
60.87
(37)
[0.339]
13.18
(33)
[-0.389]
58.56
(36)
[0.391]
52.82
(36)
[0.358]
66.94
(36)
[0.385]
67.12
(36)
[0.377]
66.16
(37)
[0.374]
68.46
(36)
[0.326]
9.30
(32)
[-0.116]
 38.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  70.93 
 (39.75) 
 [0.357] 
46.25
(27)
[0.559]
0.34
(45)
[-0.476]
2.05
(62)
[0.076]
46.83
(24)
[-0.625]
46.05
(22)
[-0.667]
24.94
(30)
[-0.550]
26.88
(38)
[-0.524]
60.98
(41)
[0.514]
72.76
(40)
[0.522]
75.46
(37)
[0.531]
27.24
(40)
[-0.522]
5.15
(52)
[0.035]
71.94
(40)
[0.528]
59.14
(40)
[0.512]
5.00
(54)
[-0.085]
72.91
(40)
[0.529]
32.28
(43)
[-0.180]
26.71
(41)
[-0.257]
41.08
(41)
[-0.291]
35.50
(40)
[-0.358]
73.79
(41)
[0.358]
63.57
(38)
[0.329]
62.62
(43)
[0.282]
23.95
(43)
[-0.286]
70.17
(40)
[0.339]
10.80
(38)
[-0.302]
35.70
(40)
[-0.267]
60.75
(40)
[0.327]
13.31
(39)
[-0.361]
57.89
(40)
[0.331]
52.06
(40)
[0.278]
66.34
(40)
[0.314]
66.52
(40)
[0.305]
65.76
(40)
[0.327]
67.66
(38)
[0.232]
9.34
(34)
[-0.079]
 39.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  70.88 
 (38.50) 
 [0.360] 
45.18
(37)
[0.479]
0.00
(1)
[-0.678]
2.02
(58)
[0.061]
48.09
(31)
[-0.531]
47.10
(30)
[-0.589]
25.49
(35)
[-0.531]
26.67
(36)
[-0.531]
61.09
(39)
[0.519]
72.68
(42)
[0.518]
75.83
(33)
[0.545]
27.32
(42)
[-0.518]
5.07
(48)
[0.011]
72.06
(39)
[0.533]
59.01
(42)
[0.507]
5.07
(55)
[-0.061]
73.07
(39)
[0.535]
32.36
(44)
[-0.170]
26.94
(42)
[-0.225]
40.91
(38)
[-0.310]
35.49
(39)
[-0.359]
73.95
(40)
[0.378]
63.38
(39)
[0.308]
62.90
(39)
[0.314]
23.84
(39)
[-0.303]
70.18
(39)
[0.340]
10.86
(42)
[-0.279]
35.92
(44)
[-0.241]
60.50
(42)
[0.303]
13.24
(34)
[-0.378]
58.19
(38)
[0.358]
52.21
(38)
[0.293]
66.62
(37)
[0.348]
66.77
(37)
[0.336]
66.27
(36)
[0.386]
67.59
(39)
[0.225]
9.33
(33)
[-0.092]
 40.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  70.78 
 (37.50) 
 [0.351] 
46.30
(26)
[0.563]
0.00
(1)
[-0.678]
0.81
(15)
[-0.483]
47.30
(28)
[-0.590]
47.80
(32)
[-0.537]
24.54
(29)
[-0.564]
27.35
(40)
[-0.507]
61.83
(36)
[0.550]
73.73
(35)
[0.557]
75.54
(36)
[0.534]
26.27
(35)
[-0.557]
5.07
(47)
[0.011]
72.94
(34)
[0.566]
60.59
(35)
[0.566]
4.40
(25)
[-0.298]
73.65
(36)
[0.556]
33.39
(49)
[-0.032]
29.10
(55)
[0.068]
40.94
(40)
[-0.306]
36.65
(48)
[-0.227]
73.98
(39)
[0.382]
63.35
(40)
[0.304]
62.75
(40)
[0.297]
24.33
(45)
[-0.231]
70.16
(41)
[0.337]
11.48
(52)
[-0.041]
37.75
(51)
[-0.020]
58.52
(51)
[0.103]
13.31
(37)
[-0.362]
57.59
(41)
[0.304]
51.91
(41)
[0.261]
66.05
(41)
[0.280]
66.17
(41)
[0.263]
65.76
(39)
[0.328]
66.81
(44)
[0.134]
8.94
(25)
[-0.396]
 41.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  70.76 
 (39.00) 
 [0.346] 
44.10
(41)
[0.398]
0.34
(48)
[-0.470]
1.22
(47)
[-0.299]
50.14
(37)
[-0.378]
49.50
(36)
[-0.411]
24.11
(23)
[-0.578]
26.31
(35)
[-0.544]
61.64
(37)
[0.543]
73.35
(37)
[0.543]
76.43
(25)
[0.567]
26.65
(37)
[-0.543]
4.98
(43)
[-0.020]
72.89
(35)
[0.564]
60.03
(37)
[0.545]
4.46
(29)
[-0.276]
73.72
(34)
[0.559]
32.92
(46)
[-0.095]
28.07
(50)
[-0.072]
40.91
(39)
[-0.310]
36.06
(43)
[-0.294]
74.25
(36)
[0.416]
63.32
(41)
[0.301]
63.15
(37)
[0.341]
23.87
(41)
[-0.298]
71.02
(32)
[0.445]
11.13
(46)
[-0.173]
36.80
(46)
[-0.135]
59.83
(46)
[0.235]
13.24
(35)
[-0.376]
57.55
(42)
[0.301]
51.35
(44)
[0.201]
65.95
(42)
[0.269]
66.10
(43)
[0.255]
66.34
(35)
[0.394]
66.16
(50)
[0.058]
9.15
(29)
[-0.234]
 42.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  70.39 
 (40.94) 
 [0.322] 
42.69
(45)
[0.293]
0.00
(1)
[-0.678]
0.81
(16)
[-0.482]
52.13
(48)
[-0.230]
51.87
(48)
[-0.235]
27.14
(46)
[-0.475]
28.43
(43)
[-0.470]
60.92
(42)
[0.512]
72.82
(39)
[0.524]
75.08
(42)
[0.517]
27.18
(39)
[-0.524]
5.28
(56)
[0.081]
71.92
(41)
[0.528]
59.24
(39)
[0.516]
4.56
(36)
[-0.240]
72.81
(41)
[0.525]
32.64
(45)
[-0.133]
27.32
(46)
[-0.173]
41.11
(42)
[-0.287]
35.80
(42)
[-0.324]
73.72
(42)
[0.350]
63.29
(42)
[0.298]
62.68
(41)
[0.289]
23.79
(38)
[-0.310]
69.73
(43)
[0.283]
10.91
(44)
[-0.258]
35.98
(45)
[-0.233]
60.34
(44)
[0.286]
13.31
(38)
[-0.361]
58.08
(39)
[0.348]
52.08
(39)
[0.280]
66.55
(39)
[0.339]
66.73
(39)
[0.330]
65.63
(41)
[0.313]
68.20
(37)
[0.295]
10.18
(66)
[0.573]
 43.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  70.15 
 (44.22) 
 [0.289] 
45.28
(36)
[0.486]
0.34
(46)
[-0.475]
1.20
(45)
[-0.305]
48.64
(33)
[-0.490]
48.28
(33)
[-0.501]
25.87
(39)
[-0.518]
27.81
(42)
[-0.492]
60.31
(43)
[0.486]
72.20
(43)
[0.501]
74.83
(43)
[0.508]
27.80
(43)
[-0.501]
5.24
(55)
[0.068]
71.47
(42)
[0.511]
58.30
(43)
[0.481]
4.86
(47)
[-0.135]
72.40
(42)
[0.510]
33.41
(50)
[-0.030]
28.14
(51)
[-0.062]
41.86
(45)
[-0.204]
36.59
(47)
[-0.234]
73.14
(43)
[0.277]
62.56
(45)
[0.216]
61.88
(48)
[0.200]
24.67
(48)
[-0.181]
69.67
(46)
[0.276]
11.24
(47)
[-0.133]
37.15
(48)
[-0.092]
59.28
(47)
[0.179]
13.59
(43)
[-0.301]
56.78
(45)
[0.232]
50.99
(45)
[0.163]
65.41
(45)
[0.205]
65.56
(45)
[0.190]
65.21
(45)
[0.265]
66.21
(49)
[0.064]
9.37
(35)
[-0.057]
 44.  borkojos's cooccurence&naive bayes   [normal] CL 1 0 1 0  69.38 
 (44.31) 
 [0.235] 
39.12
(49)
[0.026]
0.00
(1)
[-0.678]
1.92
(55)
[0.018]
54.14
(49)
[-0.081]
54.79
(49)
[-0.019]
26.75
(44)
[-0.488]
29.46
(44)
[-0.434]
59.27
(44)
[0.441]
70.76
(44)
[0.448]
75.10
(41)
[0.518]
29.24
(44)
[-0.448]
4.85
(32)
[-0.063]
70.29
(44)
[0.467]
56.14
(44)
[0.400]
6.65
(74)
[0.496]
71.51
(44)
[0.477]
32.19
(41)
[-0.192]
25.91
(36)
[-0.366]
42.77
(48)
[-0.102]
36.48
(46)
[-0.246]
72.83
(44)
[0.238]
61.79
(48)
[0.129]
62.21
(45)
[0.237]
24.01
(44)
[-0.278]
69.08
(48)
[0.202]
10.89
(43)
[-0.268]
35.76
(41)
[-0.259]
60.31
(45)
[0.283]
14.22
(47)
[-0.164]
56.17
(48)
[0.178]
50.26
(48)
[0.085]
65.23
(46)
[0.184]
65.48
(46)
[0.180]
64.84
(48)
[0.222]
66.61
(45)
[0.110]
9.39
(36)
[-0.046]
 45.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  68.47 
 (49.11) 
 [0.127] 
37.35
(54)
[-0.107]
0.00
(1)
[-0.678]
1.96
(57)
[0.036]
56.97
(53)
[0.130]
56.02
(53)
[0.072]
26.45
(43)
[-0.499]
29.56
(45)
[-0.430]
58.26
(46)
[0.398]
70.54
(45)
[0.440]
74.25
(47)
[0.487]
29.46
(45)
[-0.440]
5.42
(57)
[0.127]
69.58
(46)
[0.441]
55.81
(45)
[0.388]
5.58
(61)
[0.118]
70.82
(46)
[0.452]
34.16
(54)
[0.070]
28.76
(53)
[0.022]
43.22
(49)
[-0.051]
37.83
(51)
[-0.094]
71.37
(52)
[0.054]
61.01
(49)
[0.042]
60.56
(52)
[0.052]
25.24
(52)
[-0.096]
68.36
(49)
[0.112]
11.47
(51)
[-0.044]
37.87
(52)
[-0.005]
58.36
(52)
[0.087]
14.15
(46)
[-0.179]
55.29
(49)
[0.099]
49.68
(49)
[0.023]
64.29
(49)
[0.074]
64.44
(49)
[0.056]
63.86
(51)
[0.109]
65.31
(51)
[-0.041]
10.13
(64)
[0.534]
f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
38.78
±13.37
OS
1.12
±1.66
US
1.88
±2.21
ME
55.22
±13.44
NE
55.05
±13.50
O
41.12
±29.43
C
41.92
±28.72
CA
48.92
±23.45
CO
58.59
±27.17
CC
60.88
±27.45
I
41.41
±27.17
II
5.04
±2.98
EA
57.72
±26.90
MS
45.40
±26.83
RM
5.24
±2.84
CI
58.57
±27.12
GCE
33.63
±7.51
LCE
28.60
±7.38
BCE
43.68
±8.93
GBCE
38.65
±8.80
BGM
70.94
±7.96
SC
60.63
±8.94
SSC
60.09
±8.96
VD
25.89
±6.76
L
67.47
±7.98
AVI
11.58
±2.59
NVI
37.91
±8.29
NMI
57.50
±9.93
M
14.98
±4.61
ARI
54.18
±11.21
JC
49.46
±9.36
DC
63.66
±8.52
FMI
63.97
±8.36
WI
62.92
±8.66
WII
65.66
±8.58
NBDE
9.45
±1.28
 46.  borkojos's cooccurence&naive bayes   [normal] CL 1 0 1 0  68.41 
 (47.25) 
 [0.155] 
38.14
(52)
[-0.048]
0.00
(1)
[-0.678]
0.00
(1)
[-0.849]
57.67
(54)
[0.182]
58.02
(55)
[0.220]
26.96
(45)
[-0.481]
31.01
(50)
[-0.380]
58.42
(45)
[0.405]
70.14
(46)
[0.425]
74.51
(45)
[0.496]
29.86
(46)
[-0.425]
4.95
(40)
[-0.030]
69.65
(45)
[0.444]
55.22
(46)
[0.366]
6.47
(73)
[0.433]
70.88
(45)
[0.454]
33.74
(52)
[0.014]
27.62
(49)
[-0.133]
43.86
(52)
[0.020]
37.74
(49)
[-0.103]
72.00
(51)
[0.133]
60.71
(52)
[0.009]
61.11
(50)
[0.114]
25.06
(51)
[-0.122]
67.97
(53)
[0.063]
11.40
(50)
[-0.069]
37.41
(50)
[-0.060]
58.70
(50)
[0.122]
14.46
(50)
[-0.112]
54.87
(51)
[0.062]
49.05
(51)
[-0.044]
64.07
(51)
[0.048]
64.27
(51)
[0.036]
64.09
(49)
[0.135]
64.84
(54)
[-0.096]
9.59
(46)
[0.110]
 47.  borkojos's coocurrence&naive bayes   [normal] CL 1 0 1 0  68.19 
 (49.72) 
 [0.113] 
35.54
(56)
[-0.242]
0.77
(53)
[-0.212]
1.11
(28)
[-0.349]
59.87
(57)
[0.346]
59.48
(57)
[0.328]
25.63
(36)
[-0.526]
30.61
(48)
[-0.394]
58.03
(47)
[0.389]
70.12
(48)
[0.424]
74.46
(46)
[0.495]
29.88
(48)
[-0.424]
4.98
(42)
[-0.020]
69.24
(49)
[0.428]
55.17
(48)
[0.364]
6.77
(76)
[0.540]
70.58
(47)
[0.443]
33.25
(47)
[-0.052]
27.17
(43)
[-0.194]
43.99
(53)
[0.035]
37.92
(52)
[-0.083]
72.05
(50)
[0.139]
60.91
(50)
[0.031]
60.79
(51)
[0.079]
25.05
(50)
[-0.124]
68.00
(52)
[0.067]
11.29
(48)
[-0.114]
37.02
(47)
[-0.108]
59.04
(48)
[0.156]
14.61
(53)
[-0.079]
54.58
(52)
[0.036]
48.82
(52)
[-0.068]
63.83
(52)
[0.020]
64.06
(52)
[0.011]
63.59
(52)
[0.077]
65.00
(53)
[-0.076]
9.62
(47)
[0.133]
 48.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  68.14 
 (51.25) 
 [0.100] 
41.33
(48)
[0.191]
0.00
(1)
[-0.678]
2.16
(65)
[0.126]
51.50
(45)
[-0.277]
51.73
(47)
[-0.246]
29.17
(51)
[-0.406]
32.66
(51)
[-0.323]
57.86
(49)
[0.381]
69.80
(50)
[0.413]
71.75
(51)
[0.396]
30.20
(50)
[-0.413]
5.88
(64)
[0.283]
69.15
(50)
[0.425]
54.70
(50)
[0.346]
4.69
(41)
[-0.195]
69.90
(50)
[0.418]
35.04
(56)
[0.188]
29.88
(57)
[0.172]
43.72
(50)
[0.004]
38.55
(54)
[-0.011]
71.22
(54)
[0.035]
60.30
(54)
[-0.037]
60.13
(53)
[0.004]
25.82
(53)
[-0.010]
67.97
(54)
[0.062]
11.73
(54)
[0.057]
38.78
(54)
[0.104]
57.46
(54)
[-0.004]
14.49
(51)
[-0.107]
54.24
(53)
[0.006]
48.65
(53)
[-0.087]
63.44
(53)
[-0.026]
63.61
(53)
[-0.043]
63.29
(53)
[0.043]
64.29
(56)
[-0.160]
10.09
(63)
[0.500]
 49.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  67.79 
 (52.14) 
 [0.073] 
35.82
(55)
[-0.221]
0.33
(42)
[-0.476]
1.20
(43)
[-0.309]
59.09
(56)
[0.288]
59.36
(56)
[0.319]
27.60
(47)
[-0.459]
29.60
(46)
[-0.429]
57.93
(48)
[0.384]
70.12
(47)
[0.425]
72.83
(48)
[0.436]
29.88
(47)
[-0.425]
5.64
(60)
[0.200]
69.40
(47)
[0.434]
55.18
(47)
[0.365]
5.71
(65)
[0.167]
70.38
(48)
[0.436]
34.85
(55)
[0.163]
29.05
(54)
[0.060]
44.07
(54)
[0.044]
38.27
(53)
[-0.044]
71.28
(53)
[0.043]
60.36
(53)
[-0.031]
59.86
(54)
[-0.026]
26.14
(54)
[0.038]
68.16
(50)
[0.086]
11.60
(53)
[0.007]
38.48
(53)
[0.069]
57.74
(53)
[0.024]
14.65
(54)
[-0.072]
53.95
(54)
[-0.021]
48.62
(54)
[-0.091]
63.27
(54)
[-0.046]
63.43
(54)
[-0.064]
62.60
(56)
[-0.037]
64.60
(55)
[-0.124]
9.69
(55)
[0.191]
 50.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  67.14 
 (53.47) 
 [0.009] 
33.73
(58)
[-0.377]
0.33
(40)
[-0.476]
1.18
(42)
[-0.314]
61.51
(59)
[0.468]
61.47
(59)
[0.475]
27.75
(48)
[-0.454]
30.18
(47)
[-0.409]
57.60
(50)
[0.370]
69.89
(49)
[0.416]
72.77
(49)
[0.433]
30.11
(49)
[-0.416]
5.64
(61)
[0.202]
69.33
(48)
[0.432]
54.83
(49)
[0.352]
5.56
(59)
[0.111]
70.26
(49)
[0.431]
35.83
(59)
[0.293]
30.26
(60)
[0.225]
44.76
(55)
[0.121]
39.19
(55)
[0.061]
70.91
(55)
[-0.003]
59.58
(55)
[-0.118]
59.33
(55)
[-0.085]
26.70
(55)
[0.120]
67.78
(55)
[0.039]
11.97
(55)
[0.150]
39.68
(55)
[0.213]
56.58
(55)
[-0.093]
14.87
(55)
[-0.024]
52.97
(55)
[-0.108]
47.66
(55)
[-0.193]
62.42
(55)
[-0.145]
62.58
(55)
[-0.167]
62.27
(57)
[-0.075]
63.20
(57)
[-0.287]
9.65
(51)
[0.158]
 51.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  66.40 
 (55.19) 
 [-0.069] 
33.51
(59)
[-0.394]
0.33
(41)
[-0.476]
1.17
(39)
[-0.319]
61.51
(59)
[0.468]
61.71
(60)
[0.493]
28.33
(49)
[-0.435]
30.62
(49)
[-0.394]
56.79
(51)
[0.336]
69.19
(51)
[0.390]
72.18
(50)
[0.412]
30.81
(51)
[-0.390]
5.79
(62)
[0.250]
68.76
(51)
[0.410]
53.78
(51)
[0.312]
5.57
(60)
[0.117]
69.67
(51)
[0.409]
36.97
(61)
[0.444]
31.51
(61)
[0.393]
45.81
(56)
[0.239]
40.35
(57)
[0.193]
70.08
(56)
[-0.108]
58.43
(56)
[-0.246]
58.39
(57)
[-0.190]
27.48
(57)
[0.235]
66.99
(56)
[-0.060]
12.40
(57)
[0.317]
41.10
(59)
[0.384]
55.12
(57)
[-0.240]
15.29
(56)
[0.067]
51.57
(59)
[-0.232]
46.46
(58)
[-0.321]
61.29
(59)
[-0.278]
61.45
(59)
[-0.302]
61.45
(59)
[-0.170]
61.76
(60)
[-0.454]
9.68
(53)
[0.180]
 52.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  65.31 
 (57.17) 
 [-0.163] 
31.78
(62)
[-0.523]
0.00
(1)
[-0.678]
1.21
(46)
[-0.301]
63.82
(64)
[0.639]
63.11
(63)
[0.597]
29.42
(52)
[-0.398]
34.03
(53)
[-0.275]
54.66
(53)
[0.245]
67.47
(53)
[0.327]
71.21
(53)
[0.376]
32.53
(53)
[-0.327]
5.99
(66)
[0.317]
66.39
(55)
[0.322]
51.21
(53)
[0.216]
6.45
(72)
[0.425]
67.69
(53)
[0.336]
36.99
(62)
[0.447]
31.69
(63)
[0.419]
46.80
(60)
[0.350]
41.51
(60)
[0.325]
68.88
(58)
[-0.259]
57.65
(60)
[-0.334]
56.98
(61)
[-0.347]
28.19
(60)
[0.340]
65.03
(61)
[-0.306]
12.52
(58)
[0.363]
41.33
(60)
[0.412]
54.36
(60)
[-0.316]
15.89
(61)
[0.197]
50.48
(60)
[-0.330]
45.64
(60)
[-0.408]
60.60
(60)
[-0.359]
60.80
(60)
[-0.379]
59.91
(61)
[-0.348]
62.11
(59)
[-0.414]
10.09
(62)
[0.499]
 53.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  65.31 
 (57.81) 
 [-0.173] 
32.95
(60)
[-0.436]
0.34
(44)
[-0.476]
1.15
(37)
[-0.329]
61.74
(61)
[0.485]
62.37
(61)
[0.542]
29.91
(53)
[-0.381]
32.87
(52)
[-0.315]
55.55
(52)
[0.283]
68.00
(52)
[0.346]
71.21
(52)
[0.377]
32.00
(52)
[-0.346]
5.97
(65)
[0.313]
67.71
(52)
[0.372]
52.00
(52)
[0.246]
5.59
(62)
[0.124]
68.61
(52)
[0.370]
38.52
(67)
[0.651]
33.07
(66)
[0.605]
47.16
(61)
[0.390]
41.72
(61)
[0.349]
68.83
(59)
[-0.264]
56.87
(61)
[-0.421]
57.06
(60)
[-0.338]
28.77
(61)
[0.426]
65.68
(60)
[-0.225]
12.90
(63)
[0.511]
42.73
(63)
[0.581]
53.43
(62)
[-0.409]
15.77
(60)
[0.172]
49.92
(61)
[-0.380]
45.11
(61)
[-0.465]
59.95
(61)
[-0.436]
60.09
(61)
[-0.464]
60.43
(60)
[-0.288]
60.04
(65)
[-0.655]
9.63
(49)
[0.140]
 54.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  64.64 
 (60.67) 
 [-0.244] 
29.88
(64)
[-0.665]
0.34
(47)
[-0.474]
2.10
(63)
[0.101]
64.52
(65)
[0.692]
64.43
(65)
[0.695]
30.61
(54)
[-0.357]
34.51
(55)
[-0.258]
54.32
(55)
[0.230]
66.87
(54)
[0.305]
71.07
(54)
[0.371]
33.13
(54)
[-0.305]
6.12
(67)
[0.363]
66.38
(56)
[0.322]
50.31
(54)
[0.183]
6.24
(70)
[0.353]
67.59
(54)
[0.333]
38.10
(66)
[0.595]
32.33
(64)
[0.505]
47.75
(62)
[0.456]
41.99
(62)
[0.379]
68.20
(62)
[-0.344]
56.61
(62)
[-0.450]
56.46
(62)
[-0.405]
28.94
(62)
[0.450]
64.67
(62)
[-0.351]
12.79
(62)
[0.469]
42.34
(62)
[0.534]
53.58
(61)
[-0.394]
16.11
(62)
[0.244]
49.40
(62)
[-0.426]
44.80
(62)
[-0.498]
59.64
(62)
[-0.472]
59.83
(62)
[-0.496]
59.71
(62)
[-0.371]
60.33
(64)
[-0.621]
10.23
(68)
[0.610]
 55.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  64.04 
 (60.08) 
 [-0.294] 
30.27
(63)
[-0.636]
0.33
(43)
[-0.476]
1.13
(32)
[-0.340]
64.87
(66)
[0.718]
65.45
(66)
[0.770]
31.46
(55)
[-0.328]
34.13
(54)
[-0.271]
54.34
(54)
[0.231]
66.87
(55)
[0.305]
70.22
(55)
[0.340]
33.13
(55)
[-0.305]
6.17
(68)
[0.378]
66.68
(54)
[0.333]
50.31
(55)
[0.183]
5.60
(63)
[0.127]
67.56
(56)
[0.332]
40.01
(68)
[0.849]
34.75
(67)
[0.833]
48.48
(63)
[0.538]
43.22
(63)
[0.520]
67.60
(63)
[-0.420]
55.40
(63)
[-0.585]
55.73
(63)
[-0.487]
30.09
(63)
[0.621]
64.48
(63)
[-0.374]
13.42
(65)
[0.709]
44.41
(65)
[0.784]
51.68
(63)
[-0.586]
16.26
(63)
[0.278]
48.23
(63)
[-0.531]
43.74
(63)
[-0.611]
58.55
(63)
[-0.599]
58.69
(63)
[-0.631]
59.25
(63)
[-0.424]
58.42
(68)
[-0.843]
9.68
(54)
[0.183]
 56.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  63.51 
 (59.72) 
 [-0.358] 
31.84
(61)
[-0.519]
0.00
(1)
[-0.678]
1.13
(31)
[-0.340]
62.76
(63)
[0.561]
63.11
(64)
[0.597]
32.63
(56)
[-0.289]
34.89
(56)
[-0.245]
54.09
(56)
[0.221]
66.74
(56)
[0.300]
69.96
(56)
[0.331]
33.26
(56)
[-0.300]
6.18
(69)
[0.383]
66.85
(53)
[0.339]
50.11
(56)
[0.175]
4.83
(46)
[-0.146]
67.57
(55)
[0.332]
41.63
(71)
[1.066]
37.03
(72)
[1.141]
49.46
(64)
[0.648]
44.86
(65)
[0.705]
66.96
(64)
[-0.499]
54.32
(64)
[-0.706]
54.83
(64)
[-0.588]
31.14
(66)
[0.777]
63.87
(64)
[-0.451]
14.15
(69)
[0.993]
46.66
(69)
[1.055]
49.63
(66)
[-0.792]
16.34
(64)
[0.294]
47.05
(64)
[-0.636]
42.46
(65)
[-0.748]
57.35
(65)
[-0.741]
57.51
(65)
[-0.773]
59.10
(64)
[-0.441]
56.24
(71)
[-1.098]
9.91
(59)
[0.364]
 57.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  63.11 
 (60.61) 
 [-0.379] 
28.66
(66)
[-0.757]
0.00
(1)
[-0.678]
1.12
(30)
[-0.344]
66.64
(68)
[0.850]
67.23
(68)
[0.902]
32.80
(57)
[-0.283]
35.41
(57)
[-0.227]
53.43
(57)
[0.192]
65.97
(57)
[0.272]
69.39
(58)
[0.310]
34.03
(57)
[-0.272]
6.31
(71)
[0.427]
65.88
(57)
[0.303]
48.95
(57)
[0.132]
5.54
(58)
[0.105]
66.73
(57)
[0.301]
41.18
(69)
[1.005]
36.03
(70)
[1.006]
49.51
(65)
[0.653]
44.35
(64)
[0.648]
66.63
(65)
[-0.541]
54.26
(65)
[-0.713]
54.74
(65)
[-0.597]
31.10
(65)
[0.770]
63.51
(65)
[-0.496]
13.83
(68)
[0.867]
45.74
(67)
[0.944]
50.33
(64)
[-0.722]
16.60
(65)
[0.351]
47.00
(65)
[-0.640]
42.74
(64)
[-0.718]
57.53
(64)
[-0.720]
57.68
(64)
[-0.753]
58.50
(65)
[-0.510]
57.15
(69)
[-0.992]
9.80
(58)
[0.277]
 58.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  62.12 
 (62.56) 
 [-0.480] 
24.30
(70)
[-1.082]
0.00
(1)
[-0.678]
1.16
(38)
[-0.324]
72.06
(71)
[1.253]
71.44
(71)
[1.214]
33.22
(58)
[-0.269]
35.94
(58)
[-0.208]
52.65
(58)
[0.159]
65.56
(58)
[0.257]
69.70
(57)
[0.321]
34.44
(58)
[-0.257]
6.31
(70)
[0.426]
65.52
(58)
[0.290]
48.34
(58)
[0.109]
5.83
(67)
[0.208]
66.52
(58)
[0.293]
42.09
(72)
[1.127]
36.79
(71)
[1.109]
50.67
(66)
[0.783]
45.37
(66)
[0.763]
65.94
(66)
[-0.627]
53.40
(66)
[-0.809]
53.70
(66)
[-0.714]
31.83
(68)
[0.878]
62.77
(66)
[-0.590]
14.20
(70)
[1.012]
46.90
(70)
[1.084]
49.10
(67)
[-0.846]
17.01
(66)
[0.440]
45.73
(66)
[-0.753]
41.60
(66)
[-0.840]
56.51
(66)
[-0.839]
56.68
(66)
[-0.872]
57.55
(66)
[-0.621]
56.17
(72)
[-1.106]
10.04
(61)
[0.462]
 59.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  60.89 
 (63.97) 
 [-0.601] 
23.70
(71)
[-1.127]
0.00
(1)
[-0.678]
1.15
(36)
[-0.331]
72.43
(72)
[1.281]
72.07
(73)
[1.261]
35.26
(60)
[-0.199]
37.74
(59)
[-0.146]
51.28
(59)
[0.101]
64.25
(59)
[0.209]
68.36
(59)
[0.273]
35.75
(59)
[-0.209]
6.53
(72)
[0.501]
64.33
(59)
[0.246]
46.38
(59)
[0.037]
5.74
(66)
[0.175]
65.28
(59)
[0.247]
43.74
(73)
[1.347]
38.58
(73)
[1.351]
52.20
(68)
[0.955]
47.04
(68)
[0.954]
64.51
(67)
[-0.808]
51.73
(68)
[-0.996]
52.16
(67)
[-0.885]
33.30
(70)
[1.095]
61.23
(67)
[-0.782]
14.81
(71)
[1.249]
48.90
(71)
[1.325]
47.09
(70)
[-1.048]
17.50
(68)
[0.547]
43.91
(67)
[-0.916]
40.11
(68)
[-0.999]
54.96
(69)
[-1.021]
55.15
(70)
[-1.056]
56.38
(67)
[-0.755]
54.28
(73)
[-1.326]
10.17
(65)
[0.565]
 60.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  60.89 
 (67.50) 
 [-0.648] 
22.93
(72)
[-1.185]
4.06
(74)
[1.772]
2.18
(67)
[0.134]
70.92
(70)
[1.168]
70.11
(70)
[1.115]
35.12
(59)
[-0.204]
38.20
(60)
[-0.130]
49.56
(63)
[0.028]
62.49
(63)
[0.144]
67.78
(60)
[0.251]
37.51
(63)
[-0.144]
6.88
(76)
[0.616]
62.05
(63)
[0.161]
43.74
(63)
[-0.062]
7.22
(77)
[0.696]
63.50
(63)
[0.182]
41.22
(70)
[1.010]
34.82
(68)
[0.842]
52.06
(67)
[0.938]
45.66
(67)
[0.796]
64.41
(68)
[-0.819]
52.19
(67)
[-0.944]
52.03
(68)
[-0.900]
32.15
(69)
[0.925]
60.98
(68)
[-0.813]
13.72
(67)
[0.828]
45.50
(66)
[0.915]
49.95
(65)
[-0.760]
18.19
(72)
[0.696]
43.75
(68)
[-0.930]
40.29
(67)
[-0.980]
55.27
(67)
[-0.985]
55.53
(69)
[-1.010]
55.13
(71)
[-0.900]
56.46
(70)
[-1.073]
10.43
(73)
[0.767]
f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
38.78
±13.37
OS
1.12
±1.66
US
1.88
±2.21
ME
55.22
±13.44
NE
55.05
±13.50
O
41.12
±29.43
C
41.92
±28.72
CA
48.92
±23.45
CO
58.59
±27.17
CC
60.88
±27.45
I
41.41
±27.17
II
5.04
±2.98
EA
57.72
±26.90
MS
45.40
±26.83
RM
5.24
±2.84
CI
58.57
±27.12
GCE
33.63
±7.51
LCE
28.60
±7.38
BCE
43.68
±8.93
GBCE
38.65
±8.80
BGM
70.94
±7.96
SC
60.63
±8.94
SSC
60.09
±8.96
VD
25.89
±6.76
L
67.47
±7.98
AVI
11.58
±2.59
NVI
37.91
±8.29
NMI
57.50
±9.93
M
14.98
±4.61
ARI
54.18
±11.21
JC
49.46
±9.36
DC
63.66
±8.52
FMI
63.97
±8.36
WI
62.92
±8.66
WII
65.66
±8.58
NBDE
9.45
±1.28
 61.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  60.46 
 (64.36) 
 [-0.646] 
27.19
(67)
[-0.867]
0.00
(1)
[-0.678]
1.07
(27)
[-0.366]
67.54
(69)
[0.916]
68.79
(69)
[1.018]
36.45
(61)
[-0.159]
38.96
(62)
[-0.103]
50.84
(60)
[0.082]
63.37
(60)
[0.176]
66.60
(63)
[0.209]
36.63
(60)
[-0.176]
6.81
(75)
[0.592]
63.64
(60)
[0.220]
45.06
(60)
[-0.013]
4.60
(38)
[-0.227]
64.29
(60)
[0.211]
45.14
(75)
[1.533]
41.17
(77)
[1.703]
52.42
(69)
[0.979]
48.46
(70)
[1.115]
63.73
(69)
[-0.906]
50.81
(71)
[-1.098]
51.66
(69)
[-0.941]
34.43
(72)
[1.263]
60.50
(69)
[-0.874]
15.52
(76)
[1.522]
51.06
(78)
[1.585]
45.05
(72)
[-1.254]
17.37
(67)
[0.519]
43.23
(69)
[-0.976]
39.68
(70)
[-1.045]
54.16
(71)
[-1.115]
54.32
(71)
[-1.155]
56.28
(68)
[-0.767]
52.66
(75)
[-1.515]
10.20
(67)
[0.587]
 62.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  59.95 
 (67.69) 
 [-0.714] 
22.41
(73)
[-1.224]
1.37
(61)
[0.146]
1.14
(35)
[-0.333]
72.52
(73)
[1.287]
71.83
(72)
[1.243]
36.46
(62)
[-0.158]
38.49
(61)
[-0.120]
49.88
(61)
[0.041]
62.92
(61)
[0.159]
67.46
(61)
[0.240]
37.08
(61)
[-0.159]
6.73
(73)
[0.566]
62.95
(62)
[0.194]
44.38
(61)
[-0.038]
6.18
(69)
[0.332]
64.01
(61)
[0.201]
44.46
(74)
[1.442]
39.11
(75)
[1.423]
53.42
(70)
[1.091]
48.07
(69)
[1.070]
63.32
(70)
[-0.957]
50.47
(72)
[-1.136]
50.93
(70)
[-1.023]
34.31
(71)
[1.245]
59.98
(70)
[-0.939]
15.06
(73)
[1.344]
49.73
(74)
[1.426]
46.08
(71)
[-1.150]
18.11
(71)
[0.679]
42.39
(70)
[-1.051]
38.97
(72)
[-1.121]
53.84
(72)
[-1.153]
54.04
(72)
[-1.188]
55.16
(70)
[-0.896]
53.34
(74)
[-1.436]
10.35
(70)
[0.708]
 63.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  59.53 
 (66.92) 
 [-0.734] 
21.69
(74)
[-1.278]
0.00
(1)
[-0.678]
1.13
(34)
[-0.338]
74.73
(74)
[1.452]
74.25
(75)
[1.422]
36.86
(63)
[-0.145]
39.47
(63)
[-0.085]
49.86
(62)
[0.040]
62.88
(62)
[0.158]
66.94
(62)
[0.221]
37.12
(62)
[-0.158]
6.78
(74)
[0.583]
63.05
(61)
[0.198]
44.31
(62)
[-0.041]
5.66
(64)
[0.147]
63.94
(62)
[0.198]
45.36
(76)
[1.563]
40.42
(76)
[1.601]
53.69
(71)
[1.122]
48.75
(71)
[1.148]
63.10
(71)
[-0.985]
50.09
(73)
[-1.179]
50.65
(71)
[-1.053]
34.78
(73)
[1.314]
59.74
(71)
[-0.968]
15.44
(75)
[1.491]
50.93
(77)
[1.570]
45.02
(73)
[-1.256]
17.99
(70)
[0.653]
42.09
(71)
[-1.078]
38.66
(73)
[-1.154]
53.44
(73)
[-1.200]
53.63
(73)
[-1.238]
55.18
(69)
[-0.895]
52.46
(76)
[-1.539]
10.36
(71)
[0.712]
 64.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  58.47 
 (68.64) 
 [-0.837] 
20.50
(75)
[-1.367]
0.00
(1)
[-0.678]
1.12
(29)
[-0.345]
76.06
(76)
[1.551]
75.59
(76)
[1.521]
38.20
(64)
[-0.099]
40.80
(64)
[-0.039]
48.77
(64)
[-0.006]
61.74
(64)
[0.116]
65.68
(64)
[0.175]
38.26
(64)
[-0.116]
6.98
(77)
[0.650]
62.00
(64)
[0.159]
42.61
(64)
[-0.104]
5.47
(57)
[0.081]
62.82
(64)
[0.157]
46.66
(78)
[1.736]
42.03
(78)
[1.818]
54.82
(75)
[1.247]
50.18
(74)
[1.310]
61.96
(73)
[-1.128]
48.82
(75)
[-1.321]
49.53
(73)
[-1.179]
36.00
(74)
[1.495]
58.58
(73)
[-1.114]
15.98
(78)
[1.699]
52.67
(81)
[1.780]
43.30
(75)
[-1.430]
18.32
(73)
[0.725]
40.72
(74)
[-1.200]
37.57
(75)
[-1.270]
52.24
(75)
[-1.340]
52.44
(75)
[-1.380]
54.30
(73)
[-0.996]
50.97
(77)
[-1.711]
10.55
(75)
[0.862]
 65.  luptarad's laws masks & kNN 1.0  [normal] CL 1 0 1 0  57.44 
 (68.08) 
 [-0.899] 
24.57
(69)
[-1.063]
4.40
(80)
[1.978]
9.46
(81)
[3.421]
58.04
(55)
[0.210]
55.34
(50)
[0.022]
51.04
(65)
[0.337]
47.53
(66)
[0.195]
36.75
(65)
[-0.519]
49.97
(66)
[-0.317]
51.28
(66)
[-0.350]
50.03
(66)
[0.317]
7.75
(78)
[0.907]
45.09
(66)
[-0.470]
24.95
(66)
[-0.762]
11.67
(78)
[2.266]
47.24
(66)
[-0.418]
33.82
(53)
[0.024]
28.69
(52)
[0.011]
54.77
(74)
[1.242]
49.64
(73)
[1.249]
59.71
(76)
[-1.410]
51.67
(69)
[-1.002]
48.01
(76)
[-1.349]
31.26
(67)
[0.794]
55.09
(79)
[-1.551]
13.10
(64)
[0.587]
43.21
(64)
[0.638]
47.59
(69)
[-0.998]
22.73
(79)
[1.681]
41.16
(72)
[-1.161]
39.98
(69)
[-1.013]
54.99
(68)
[-1.018]
56.46
(67)
[-0.899]
49.53
(79)
[-1.547]
66.56
(46)
[0.105]
10.40
(72)
[0.745]
 66.  yzan's Laws & Naive Bayes   [normal] CL 1 0 1 0  55.15 
 (45.14) 
 [-0.132] 
42.19
(47)
[0.255]
0.00
(1)
[-0.678]
2.42
(71)
[0.243]
51.41
(43)
[-0.284]
51.36
(44)
[-0.273]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
9.31
(70)
[-1.689]
10.30
(72)
[-1.777]
11.15
(71)
[-1.812]
89.70
(72)
[1.777]
0.39
(8)
[-1.557]
10.44
(70)
[-1.758]
7.91
(70)
[-1.398]
2.12
(6)
[-1.101]
10.57
(70)
[-1.769]
30.15
(31)
[-0.464]
23.97
(22)
[-0.628]
41.72
(43)
[-0.219]
35.54
(41)
[-0.353]
72.56
(46)
[0.204]
62.67
(43)
[0.228]
62.59
(44)
[0.279]
23.89
(42)
[-0.295]
70.27
(38)
[0.351]
10.51
(36)
[-0.415]
34.19
(35)
[-0.450]
61.95
(36)
[0.448]
14.12
(45)
[-0.187]
56.87
(44)
[0.240]
51.44
(43)
[0.211]
65.73
(44)
[0.243]
66.03
(44)
[0.247]
65.34
(43)
[0.279]
67.35
(41)
[0.197]
7.66
(3)
[-1.390]
 67.  leskajur's LFM + kNN   [normal] CL 1 0 1 0  55.02 
 (68.86) 
 [-1.066] 
26.00
(68)
[-0.956]
5.01
(83)
[2.347]
9.42
(80)
[3.404]
60.96
(58)
[0.427]
59.65
(58)
[0.340]
66.89
(67)
[0.876]
60.33
(68)
[0.641]
31.40
(67)
[-0.747]
43.31
(67)
[-0.562]
48.73
(68)
[-0.443]
56.69
(67)
[0.562]
11.45
(80)
[2.149]
39.22
(67)
[-0.688]
14.96
(67)
[-1.135]
13.51
(83)
[2.914]
41.76
(67)
[-0.619]
33.27
(48)
[-0.049]
27.61
(48)
[-0.135]
54.71
(73)
[1.235]
49.05
(72)
[1.182]
59.22
(79)
[-1.472]
50.90
(70)
[-1.088]
48.17
(75)
[-1.331]
30.99
(64)
[0.754]
54.01
(80)
[-1.687]
12.73
(61)
[0.444]
41.80
(61)
[0.469]
48.43
(68)
[-0.913]
23.69
(80)
[1.888]
39.50
(76)
[-1.309]
39.26
(71)
[-1.090]
54.30
(70)
[-1.098]
55.74
(68)
[-0.985]
47.16
(80)
[-1.820]
67.36
(40)
[0.198]
10.97
(80)
[1.186]
 68.  yzan's Laws & Naive Bayes   [normal] CL 1 0 1 0  54.85 
 (47.17) 
 [-0.189] 
42.77
(44)
[0.299]
0.00
(1)
[-0.678]
2.38
(69)
[0.227]
50.32
(41)
[-0.365]
50.77
(42)
[-0.317]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
9.18
(71)
[-1.695]
10.42
(70)
[-1.773]
10.90
(72)
[-1.821]
89.58
(70)
[1.773]
0.44
(9)
[-1.543]
10.36
(71)
[-1.760]
7.88
(71)
[-1.399]
2.27
(9)
[-1.049]
10.49
(71)
[-1.772]
30.98
(36)
[-0.354]
24.75
(28)
[-0.522]
42.42
(46)
[-0.142]
36.19
(44)
[-0.280]
72.19
(47)
[0.157]
62.08
(46)
[0.162]
62.06
(46)
[0.220]
24.40
(46)
[-0.220]
69.71
(44)
[0.281]
10.85
(40)
[-0.282]
35.33
(38)
[-0.311]
60.78
(38)
[0.331]
14.27
(48)
[-0.154]
56.22
(47)
[0.182]
50.83
(47)
[0.145]
65.18
(48)
[0.178]
65.46
(48)
[0.179]
65.01
(47)
[0.241]
66.50
(48)
[0.097]
8.50
(9)
[-0.736]
 69.  yzan's Laws & Naive Bayes   [normal] CL 1 0 1 0  54.85 
 (47.53) 
 [-0.190] 
42.77
(43)
[0.299]
0.00
(1)
[-0.678]
2.38
(68)
[0.227]
50.32
(41)
[-0.365]
50.77
(41)
[-0.317]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
9.17
(72)
[-1.695]
10.41
(71)
[-1.773]
10.90
(73)
[-1.821]
89.59
(71)
[1.773]
0.44
(10)
[-1.543]
10.36
(72)
[-1.761]
7.87
(72)
[-1.399]
2.27
(10)
[-1.048]
10.49
(72)
[-1.772]
30.99
(37)
[-0.352]
24.77
(29)
[-0.520]
42.42
(47)
[-0.141]
36.19
(45)
[-0.279]
72.19
(48)
[0.157]
62.07
(47)
[0.161]
62.06
(47)
[0.220]
24.40
(46)
[-0.220]
69.69
(45)
[0.279]
10.86
(41)
[-0.280]
35.36
(39)
[-0.309]
60.76
(39)
[0.328]
14.27
(49)
[-0.154]
56.23
(46)
[0.183]
50.84
(46)
[0.147]
65.18
(47)
[0.179]
65.47
(47)
[0.179]
65.01
(46)
[0.241]
66.51
(47)
[0.099]
8.50
(10)
[-0.735]
 70.  guloleg's HOG  [normal] 1 0 1 0  53.15 
 (74.22) 
 [-1.405] 
11.59
(82)
[-2.034]
1.54
(62)
[0.250]
9.62
(82)
[3.493]
76.51
(78)
[1.584]
77.17
(78)
[1.638]
51.11
(66)
[0.339]
46.26
(65)
[0.151]
35.67
(66)
[-0.565]
52.72
(65)
[-0.216]
49.37
(67)
[-0.419]
47.28
(65)
[0.216]
12.13
(81)
[2.374]
47.43
(65)
[-0.383]
29.09
(65)
[-0.608]
12.53
(81)
[2.570]
49.14
(65)
[-0.348]
37.69
(64)
[0.541]
32.92
(65)
[0.585]
60.40
(81)
[1.872]
55.62
(81)
[1.929]
52.72
(81)
[-2.288]
43.59
(81)
[-1.906]
41.08
(81)
[-2.122]
36.90
(78)
[1.628]
50.46
(81)
[-2.131]
13.59
(66)
[0.777]
46.09
(68)
[0.986]
42.23
(78)
[-1.537]
27.03
(82)
[2.613]
30.87
(81)
[-2.079]
33.00
(81)
[-1.759]
48.91
(81)
[-1.732]
49.98
(78)
[-1.674]
42.69
(81)
[-2.337]
59.55
(67)
[-0.712]
12.24
(83)
[2.181]
 71.  yzan's Laws & Naive Bayes   [normal] CL 1 0 1 0  52.49 
 (49.92) 
 [-0.448] 
42.19
(46)
[0.255]
0.00
(1)
[-0.678]
2.41
(70)
[0.240]
51.41
(43)
[-0.284]
51.41
(45)
[-0.269]
97.97
(71)
[1.932]
98.38
(71)
[1.966]
2.69
(76)
[-1.971]
4.97
(76)
[-1.973]
6.86
(77)
[-1.968]
95.03
(76)
[1.973]
15.57
(84)
[3.528]
4.80
(76)
[-1.967]
-34.39
(84)
[-2.974]
12.79
(82)
[2.664]
5.29
(77)
[-1.964]
30.12
(29)
[-0.468]
23.82
(21)
[-0.648]
41.73
(44)
[-0.219]
35.43
(38)
[-0.367]
72.58
(45)
[0.207]
62.64
(44)
[0.225]
62.66
(42)
[0.287]
23.85
(40)
[-0.302]
70.30
(37)
[0.355]
10.49
(35)
[-0.422]
33.98
(32)
[-0.474]
62.06
(35)
[0.459]
14.07
(44)
[-0.197]
56.97
(43)
[0.249]
51.54
(42)
[0.222]
65.80
(43)
[0.252]
66.11
(42)
[0.256]
65.48
(42)
[0.296]
67.35
(42)
[0.197]
7.64
(2)
[-1.403]
 72.  yzan's Laws & Naive Bayes   [normal] CL 1 0 1 0  52.07 
 (54.94) 
 [-0.472] 
39.07
(50)
[0.022]
0.00
(1)
[-0.678]
1.18
(40)
[-0.316]
55.25
(50)
[0.002]
55.82
(52)
[0.057]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
7.12
(73)
[-1.782]
8.30
(73)
[-1.850]
8.54
(75)
[-1.907]
91.70
(73)
[1.850]
0.50
(12)
[-1.520]
8.25
(73)
[-1.839]
6.26
(74)
[-1.459]
2.18
(8)
[-1.079]
8.33
(74)
[-1.852]
35.65
(57)
[0.268]
30.02
(58)
[0.192]
46.27
(57)
[0.290]
40.64
(58)
[0.226]
68.76
(60)
[-0.274]
57.93
(57)
[-0.302]
58.31
(58)
[-0.199]
27.73
(58)
[0.273]
66.12
(58)
[-0.169]
12.63
(59)
[0.407]
40.66
(57)
[0.331]
54.96
(58)
[-0.256]
15.35
(57)
[0.081]
52.03
(56)
[-0.192]
46.89
(56)
[-0.275]
61.63
(57)
[-0.239]
61.89
(56)
[-0.249]
62.74
(54)
[-0.021]
61.59
(61)
[-0.474]
8.52
(12)
[-0.721]
 73.  yzan's Laws & Naive Bayes   [normal] CL 1 0 1 0  52.05 
 (55.56) 
 [-0.475] 
39.06
(51)
[0.021]
0.00
(1)
[-0.678]
1.18
(41)
[-0.316]
55.25
(50)
[0.002]
55.82
(51)
[0.057]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
7.12
(74)
[-1.782]
8.30
(74)
[-1.850]
8.54
(74)
[-1.907]
91.70
(74)
[1.850]
0.50
(11)
[-1.520]
8.25
(74)
[-1.839]
6.26
(73)
[-1.459]
2.18
(7)
[-1.079]
8.33
(73)
[-1.852]
35.68
(58)
[0.273]
30.07
(59)
[0.198]
46.30
(59)
[0.293]
40.69
(59)
[0.231]
68.75
(61)
[-0.275]
57.90
(58)
[-0.305]
58.28
(59)
[-0.202]
27.78
(59)
[0.279]
66.10
(59)
[-0.172]
12.65
(60)
[0.413]
40.71
(58)
[0.337]
54.90
(59)
[-0.261]
15.36
(58)
[0.083]
51.99
(57)
[-0.195]
46.85
(57)
[-0.279]
61.59
(58)
[-0.243]
61.86
(57)
[-0.252]
62.72
(55)
[-0.023]
61.55
(62)
[-0.479]
8.55
(14)
[-0.697]
 74.  borkojos's coocurrence&naive bayes   [normal] CL 1 0 1 0  51.11 
 (56.36) 
 [-0.612] 
38.14
(53)
[-0.048]
0.00
(1)
[-0.678]
1.00
(26)
[-0.398]
56.48
(52)
[0.093]
56.87
(54)
[0.135]
98.81
(72)
[1.960]
98.52
(72)
[1.971]
2.63
(77)
[-1.973]
4.58
(77)
[-1.988]
8.28
(76)
[-1.916]
95.42
(77)
[1.988]
14.00
(82)
[3.001]
4.78
(77)
[-1.968]
-32.62
(83)
[-2.908]
12.05
(80)
[2.403]
5.48
(76)
[-1.957]
33.56
(51)
[-0.009]
27.50
(47)
[-0.150]
43.83
(51)
[0.017]
37.77
(50)
[-0.100]
72.05
(49)
[0.140]
60.80
(51)
[0.018]
61.16
(49)
[0.119]
25.00
(49)
[-0.131]
68.01
(51)
[0.068]
11.39
(49)
[-0.075]
37.35
(49)
[-0.067]
58.71
(49)
[0.122]
14.49
(52)
[-0.106]
54.92
(50)
[0.066]
49.11
(50)
[-0.037]
64.13
(50)
[0.055]
64.34
(50)
[0.045]
64.06
(50)
[0.132]
65.05
(52)
[-0.071]
9.56
(45)
[0.086]
 75.  borkojos's coocurrence&naive bayes   [normal] CL 1 0 1 0  50.19 
 (56.83) 
 [-0.541] 
33.93
(57)
[-0.362]
0.00
(1)
[-0.678]
0.00
(1)
[-0.849]
61.92
(62)
[0.498]
62.70
(62)
[0.566]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
0.00
(81)
[-2.086]
0.00
(81)
[-2.156]
0.00
(81)
[-2.218]
100.00
(81)
[2.156]
0.17
(4)
[-1.632]
0.00
(81)
[-2.146]
-0.41
(78)
[-1.708]
0.11
(3)
[-1.809]
0.00
(81)
[-2.159]
36.08
(60)
[0.326]
29.83
(56)
[0.167]
46.30
(58)
[0.293]
40.05
(56)
[0.159]
69.94
(57)
[-0.125]
57.85
(59)
[-0.311]
58.91
(56)
[-0.132]
27.06
(56)
[0.173]
66.15
(57)
[-0.165]
12.12
(56)
[0.207]
39.84
(56)
[0.232]
56.07
(56)
[-0.144]
15.51
(59)
[0.116]
51.78
(58)
[-0.214]
46.32
(59)
[-0.336]
61.63
(56)
[-0.238]
61.86
(58)
[-0.253]
62.01
(58)
[-0.105]
62.15
(58)
[-0.409]
9.79
(57)
[0.267]
f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
38.78
±13.37
OS
1.12
±1.66
US
1.88
±2.21
ME
55.22
±13.44
NE
55.05
±13.50
O
41.12
±29.43
C
41.92
±28.72
CA
48.92
±23.45
CO
58.59
±27.17
CC
60.88
±27.45
I
41.41
±27.17
II
5.04
±2.98
EA
57.72
±26.90
MS
45.40
±26.83
RM
5.24
±2.84
CI
58.57
±27.12
GCE
33.63
±7.51
LCE
28.60
±7.38
BCE
43.68
±8.93
GBCE
38.65
±8.80
BGM
70.94
±7.96
SC
60.63
±8.94
SSC
60.09
±8.96
VD
25.89
±6.76
L
67.47
±7.98
AVI
11.58
±2.59
NVI
37.91
±8.29
NMI
57.50
±9.93
M
14.98
±4.61
ARI
54.18
±11.21
JC
49.46
±9.36
DC
63.66
±8.52
FMI
63.97
±8.36
WI
62.92
±8.66
WII
65.66
±8.58
NBDE
9.45
±1.28
 76.  jirkujak's LBP 3,1  [normal] CL 1 0 1 0  48.96 
 (73.75) 
 [-1.706] 
12.16
(81)
[-1.990]
0.00
(1)
[-0.678]
9.67
(83)
[3.517]
75.55
(75)
[1.513]
74.24
(74)
[1.421]
72.24
(68)
[1.058]
51.36
(67)
[0.329]
26.31
(68)
[-0.964]
40.38
(68)
[-0.670]
51.72
(65)
[-0.334]
59.62
(68)
[0.670]
10.11
(79)
[1.700]
35.36
(68)
[-0.831]
10.56
(69)
[-1.299]
17.37
(84)
[4.276]
39.04
(68)
[-0.720]
37.54
(63)
[0.521]
31.64
(62)
[0.411]
63.95
(82)
[2.270]
58.04
(82)
[2.204]
50.06
(82)
[-2.622]
41.51
(82)
[-2.138]
38.46
(82)
[-2.415]
37.57
(79)
[1.727]
45.85
(82)
[-2.709]
14.95
(72)
[1.303]
50.03
(75)
[1.461]
36.86
(82)
[-2.078]
30.94
(83)
[3.460]
24.97
(82)
[-2.605]
29.64
(82)
[-2.118]
44.62
(82)
[-2.235]
46.39
(82)
[-2.104]
36.80
(83)
[-3.016]
59.78
(66)
[-0.685]
12.95
(84)
[2.733]
 77.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  45.57 
 (70.06) 
 [-1.400] 
18.29
(77)
[-1.532]
2.73
(69)
[0.972]
0.00
(1)
[-0.849]
79.69
(79)
[1.821]
79.47
(79)
[1.808]
86.92
(69)
[1.556]
88.03
(69)
[1.606]
10.76
(69)
[-1.627]
12.46
(69)
[-1.698]
13.89
(69)
[-1.712]
87.54
(69)
[1.698]
0.98
(14)
[-1.360]
12.43
(69)
[-1.684]
10.92
(68)
[-1.285]
3.98
(11)
[-0.446]
12.51
(69)
[-1.698]
49.11
(82)
[2.062]
44.59
(82)
[2.165]
57.46
(78)
[1.544]
52.94
(78)
[1.624]
59.38
(77)
[-1.452]
46.10
(78)
[-1.625]
46.76
(78)
[-1.488]
38.44
(80)
[1.855]
56.10
(77)
[-1.425]
16.91
(82)
[2.058]
52.06
(80)
[1.706]
40.08
(80)
[-1.753]
19.30
(75)
[0.937]
37.42
(77)
[-1.494]
34.98
(78)
[-1.547]
49.51
(78)
[-1.661]
49.73
(79)
[-1.704]
52.01
(75)
[-1.260]
47.92
(81)
[-2.067]
10.63
(77)
[0.922]
 78.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  44.76 
 (72.28) 
 [-1.516] 
29.46
(65)
[-0.697]
6.77
(84)
[3.409]
0.00
(1)
[-0.849]
65.63
(67)
[0.774]
66.91
(67)
[0.878]
95.41
(70)
[1.845]
97.09
(70)
[1.921]
3.94
(75)
[-1.918]
6.49
(75)
[-1.917]
12.60
(70)
[-1.759]
93.51
(75)
[1.917]
14.50
(83)
[3.169]
7.11
(75)
[-1.881]
-30.85
(82)
[-2.842]
11.96
(79)
[2.368]
7.70
(75)
[-1.875]
47.11
(80)
[1.796]
43.77
(80)
[2.055]
53.90
(72)
[1.144]
50.56
(77)
[1.353]
62.31
(72)
[-1.084]
49.00
(74)
[-1.301]
50.18
(72)
[-1.106]
36.14
(75)
[1.516]
58.93
(72)
[-1.070]
16.31
(80)
[1.826]
49.69
(73)
[1.421]
42.38
(77)
[-1.522]
17.92
(69)
[0.637]
41.15
(73)
[-1.161]
37.98
(74)
[-1.227]
52.42
(74)
[-1.319]
52.56
(74)
[-1.365]
54.86
(72)
[-0.931]
50.56
(80)
[-1.760]
10.31
(69)
[0.670]
 79.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  43.91 
 (72.53) 
 [-1.374] 
20.12
(76)
[-1.396]
3.45
(71)
[1.406]
1.13
(33)
[-0.340]
76.47
(77)
[1.581]
76.15
(77)
[1.563]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
0.07
(80)
[-2.083]
0.16
(80)
[-2.150]
2.30
(78)
[-2.134]
99.84
(80)
[2.150]
0.27
(7)
[-1.598]
0.13
(80)
[-2.141]
-0.66
(81)
[-1.717]
4.95
(51)
[-0.104]
0.16
(80)
[-2.153]
46.92
(79)
[1.771]
42.32
(79)
[1.858]
55.11
(76)
[1.280]
50.50
(76)
[1.347]
61.41
(74)
[-1.197]
48.36
(76)
[-1.373]
49.15
(74)
[-1.221]
36.47
(76)
[1.564]
58.11
(74)
[-1.173]
16.06
(79)
[1.730]
49.46
(72)
[1.393]
42.95
(76)
[-1.464]
18.43
(74)
[0.749]
40.36
(75)
[-1.232]
37.38
(76)
[-1.291]
51.98
(76)
[-1.371]
52.17
(76)
[-1.412]
53.93
(74)
[-1.038]
50.78
(78)
[-1.734]
10.49
(74)
[0.814]
 80.  borkojos's coocurrence&naive bayes   [normal] CL 1 0 1 0  43.16 
 (71.03) 
 [-1.364] 
15.81
(80)
[-1.718]
1.24
(60)
[0.069]
0.00
(1)
[-0.849]
80.80
(82)
[1.904]
81.37
(82)
[1.949]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
0.00
(82)
[-2.086]
0.00
(82)
[-2.156]
0.00
(82)
[-2.218]
100.00
(82)
[2.156]
0.11
(3)
[-1.653]
0.00
(82)
[-2.146]
-0.26
(77)
[-1.702]
0.20
(4)
[-1.777]
0.00
(82)
[-2.159]
46.04
(77)
[1.653]
39.06
(74)
[1.417]
57.30
(77)
[1.525]
50.32
(75)
[1.327]
59.97
(75)
[-1.377]
47.03
(77)
[-1.521]
47.14
(77)
[-1.446]
36.55
(77)
[1.576]
57.20
(75)
[-1.287]
15.24
(74)
[1.414]
50.50
(76)
[1.518]
44.50
(74)
[-1.309]
20.55
(78)
[1.209]
36.80
(80)
[-1.550]
34.98
(77)
[-1.547]
49.79
(77)
[-1.628]
50.04
(77)
[-1.667]
50.03
(78)
[-1.489]
50.57
(79)
[-1.758]
10.58
(76)
[0.883]
 81.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  42.56 
 (73.33) 
 [-1.513] 
18.29
(78)
[-1.532]
2.73
(69)
[0.972]
0.00
(1)
[-0.849]
79.69
(79)
[1.821]
79.47
(80)
[1.808]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
0.07
(79)
[-2.083]
0.16
(79)
[-2.150]
2.07
(80)
[-2.142]
99.84
(79)
[2.150]
0.25
(5)
[-1.604]
0.14
(79)
[-2.141]
-0.58
(79)
[-1.714]
4.88
(48)
[-0.126]
0.17
(79)
[-2.153]
49.11
(81)
[2.062]
44.58
(81)
[2.165]
57.47
(79)
[1.544]
52.94
(79)
[1.624]
59.38
(78)
[-1.452]
46.10
(79)
[-1.625]
46.76
(79)
[-1.488]
38.44
(81)
[1.855]
56.10
(76)
[-1.425]
16.91
(81)
[2.058]
52.06
(79)
[1.706]
40.08
(79)
[-1.753]
19.30
(76)
[0.937]
37.42
(78)
[-1.494]
34.97
(79)
[-1.548]
49.51
(79)
[-1.661]
49.73
(80)
[-1.704]
52.01
(76)
[-1.260]
47.92
(82)
[-2.067]
10.63
(78)
[0.923]
 82.  hadacmar's CoOccurenceFeatures  [normal] CL 1 0 1 0  42.31 
 (74.08) 
 [-1.537] 
17.62
(79)
[-1.583]
2.46
(67)
[0.807]
0.00
(1)
[-0.849]
80.57
(81)
[1.887]
80.28
(81)
[1.869]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
0.07
(78)
[-2.083]
0.16
(78)
[-2.150]
2.07
(79)
[-2.142]
99.84
(78)
[2.150]
0.26
(6)
[-1.603]
0.14
(78)
[-2.141]
-0.58
(80)
[-1.714]
4.89
(49)
[-0.125]
0.17
(78)
[-2.153]
49.59
(83)
[2.125]
45.19
(83)
[2.246]
57.71
(80)
[1.571]
53.31
(80)
[1.666]
59.13
(80)
[-1.483]
45.78
(80)
[-1.661]
46.50
(80)
[-1.518]
38.81
(82)
[1.910]
55.81
(78)
[-1.461]
17.14
(83)
[2.148]
52.69
(82)
[1.782]
39.43
(81)
[-1.819]
19.33
(77)
[0.943]
37.07
(79)
[-1.526]
34.74
(80)
[-1.572]
49.18
(80)
[-1.700]
49.39
(81)
[-1.745]
51.77
(77)
[-1.288]
47.44
(83)
[-2.122]
10.64
(79)
[0.930]
 83.  borkojos's coocurrence&naive bayes   [normal] CL 1 0 1 0  38.25 
 (75.75) 
 [-2.084] 
5.20
(84)
[-2.512]
2.62
(68)
[0.904]
10.47
(84)
[3.879]
81.65
(83)
[1.967]
81.56
(83)
[1.964]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
0.00
(82)
[-2.086]
0.00
(82)
[-2.156]
0.00
(82)
[-2.218]
100.00
(82)
[2.156]
0.00
(1)
[-1.689]
0.00
(82)
[-2.146]
0.00
(75)
[-1.692]
0.00
(1)
[-1.849]
0.00
(82)
[-2.159]
37.78
(65)
[0.552]
35.71
(69)
[0.962]
67.90
(84)
[2.712]
65.83
(84)
[3.089]
44.07
(84)
[-3.375]
37.89
(83)
[-2.544]
32.86
(84)
[-3.040]
41.85
(83)
[2.360]
40.88
(84)
[-3.333]
15.66
(77)
[1.576]
52.87
(83)
[1.804]
28.60
(84)
[-2.910]
35.90
(84)
[4.536]
20.21
(84)
[-3.029]
27.36
(83)
[-2.360]
41.89
(83)
[-2.556]
44.56
(83)
[-2.323]
33.90
(84)
[-3.352]
61.19
(63)
[-0.521]
11.73
(82)
[1.778]
 84.  borkojos's coocurrence&naive bayes   [normal] CL 1 0 1 0  37.57 
 (75.19) 
 [-2.070] 
8.57
(83)
[-2.260]
3.56
(72)
[1.473]
0.00
(1)
[-0.849]
87.10
(84)
[2.373]
87.36
(84)
[2.393]
100.00
(73)
[2.001]
100.00
(73)
[2.022]
0.00
(82)
[-2.086]
0.00
(82)
[-2.156]
0.00
(82)
[-2.218]
100.00
(82)
[2.156]
0.00
(2)
[-1.689]
0.00
(82)
[-2.146]
-0.01
(76)
[-1.693]
0.05
(2)
[-1.830]
0.00
(82)
[-2.159]
52.26
(84)
[2.481]
47.25
(84)
[2.526]
66.91
(83)
[2.602]
61.91
(83)
[2.643]
47.05
(83)
[-3.000]
35.99
(84)
[-2.756]
34.91
(83)
[-2.811]
45.36
(84)
[2.878]
43.86
(83)
[-2.959]
17.95
(84)
[2.461]
60.45
(84)
[2.719]
30.50
(83)
[-2.718]
26.96
(81)
[2.599]
24.18
(83)
[-2.675]
26.95
(84)
[-2.405]
41.39
(84)
[-2.614]
42.00
(84)
[-2.629]
40.18
(82)
[-2.627]
45.12
(84)
[-2.393]
11.05
(81)
[1.247]