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.

Select  result's set    benchmark     hidden results Show Hide
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
41.74
±36.24
OS
6.63
±6.26
US
4.91
±4.88
ME
44.33
±29.21
NE
44.49
±29.33
O
79.14
±34.26
C
78.83
±34.29
CA
22.49
±30.92
CO
26.27
±31.29
CC
27.85
±30.96
I
73.48
±31.53
II
11.62
±5.26
EA
25.83
±31.30
MS
-2.89
±43.55
RM
9.06
±3.94
CI
26.36
±31.23
GCE
26.05
±15.35
LCE
20.15
±12.33
BCE
38.52
±22.32
GBCE
32.61
±19.20
BGM
72.02
±17.56
SC
64.13
±21.38
SSC
64.19
±21.31
VD
21.94
±13.47
L
70.42
±17.58
AVI
8.78
±4.92
NVI
29.17
±16.56
NMI
66.76
±19.19
M
13.68
±8.67
ARI
59.81
±24.36
JC
56.14
±24.91
DC
68.24
±19.14
FMI
68.70
±18.84
WI
69.58
±18.48
WII
68.87
±18.95
NBDE
9.49
±5.75
 1.  huangyuan's EWT-FCNT   [normal] CL 1 0 0 0  98.43 
 (1.92) 
 [1.749] 
98.45
(1)
[1.565]
0.00
(1)
[-1.058]
0.00
(1)
[-1.007]
0.37
(3)
[-1.505]
0.46
(3)
[-1.501]
0.93
(4)
[-2.283]
1.05
(2)
[-2.269]
97.67
(1)
[2.431]
98.78
(1)
[2.317]
98.81
(1)
[2.292]
1.22
(1)
[-2.292]
0.25
(3)
[-2.163]
98.76
(1)
[2.331]
98.17
(1)
[2.320]
0.24
(2)
[-2.238]
98.78
(1)
[2.319]
2.23
(3)
[-1.552]
1.68
(5)
[-1.498]
2.88
(1)
[-1.597]
2.33
(1)
[-1.577]
98.78
(1)
[1.524]
97.69
(1)
[1.570]
97.67
(1)
[1.571]
1.21
(1)
[-1.538]
97.86
(1)
[1.561]
1.02
(3)
[-1.577]
3.33
(5)
[-1.560]
96.32
(5)
[1.541]
0.74
(3)
[-1.491]
97.61
(1)
[1.552]
96.31
(1)
[1.613]
98.09
(1)
[1.559]
98.09
(1)
[1.560]
98.14
(5)
[1.545]
98.04
(1)
[1.539]
0.60
(1)
[-1.544]
 2.  huangyuan's unet unetewt21  [normal] CL 1 0 0 0  98.16 
 (4.11) 
 [1.731] 
97.98
(5)
[1.552]
1.78
(28)
[-0.775]
0.23
(12)
[-0.959]
0.78
(8)
[-1.491]
0.68
(8)
[-1.494]
0.78
(2)
[-2.287]
1.53
(4)
[-2.255]
97.24
(2)
[2.417]
98.32
(3)
[2.302]
98.40
(3)
[2.279]
1.68
(3)
[-2.278]
0.20
(2)
[-2.173]
98.32
(3)
[2.316]
97.49
(3)
[2.305]
0.30
(5)
[-2.225]
98.34
(3)
[2.305]
2.29
(4)
[-1.548]
1.61
(3)
[-1.504]
3.22
(2)
[-1.582]
2.53
(2)
[-1.567]
98.44
(4)
[1.505]
97.33
(2)
[1.553]
97.39
(2)
[1.558]
1.32
(2)
[-1.530]
97.28
(5)
[1.528]
1.02
(4)
[-1.576]
3.25
(3)
[-1.565]
96.44
(3)
[1.547]
0.74
(1)
[-1.492]
97.51
(2)
[1.548]
96.13
(2)
[1.606]
97.97
(2)
[1.553]
97.98
(2)
[1.554]
98.37
(1)
[1.558]
97.60
(4)
[1.516]
0.85
(4)
[-1.502]
 3.  huangyuan's EWT-FCNT-NR   [normal] CL 1 0 0 0  97.95 
 (6.11) 
 [1.720] 
98.11
(2)
[1.555]
0.00
(1)
[-1.058]
0.00
(1)
[-1.007]
0.49
(4)
[-1.501]
0.46
(4)
[-1.501]
1.16
(5)
[-2.276]
1.56
(5)
[-2.253]
97.01
(3)
[2.410]
98.43
(2)
[2.306]
98.46
(2)
[2.281]
1.57
(2)
[-2.281]
0.33
(4)
[-2.147]
98.40
(2)
[2.319]
97.65
(2)
[2.308]
0.28
(3)
[-2.230]
98.42
(2)
[2.308]
2.85
(9)
[-1.512]
2.23
(10)
[-1.453]
3.63
(8)
[-1.563]
3.02
(9)
[-1.541]
98.43
(6)
[1.504]
97.08
(8)
[1.541]
97.01
(8)
[1.540]
1.57
(8)
[-1.512]
97.28
(7)
[1.528]
1.31
(9)
[-1.518]
4.24
(9)
[-1.505]
95.30
(9)
[1.488]
0.99
(9)
[-1.463]
96.84
(8)
[1.521]
95.17
(9)
[1.567]
97.47
(8)
[1.527]
97.48
(8)
[1.527]
97.53
(8)
[1.512]
97.43
(8)
[1.507]
1.71
(18)
[-1.352]
 4.  huangyuan's unet unet21  [normal] CL 1 0 0 0  97.84 
 (5.11) 
 [1.719] 
96.71
(10)
[1.517]
1.71
(25)
[-0.785]
0.00
(1)
[-1.007]
0.68
(5)
[-1.494]
0.48
(6)
[-1.500]
0.72
(1)
[-2.289]
0.70
(1)
[-2.279]
95.86
(5)
[2.373]
96.91
(6)
[2.257]
97.38
(6)
[2.246]
3.09
(6)
[-2.233]
0.41
(6)
[-2.132]
97.01
(6)
[2.275]
95.37
(6)
[2.256]
0.61
(6)
[-2.146]
97.08
(6)
[2.265]
2.13
(1)
[-1.559]
1.46
(1)
[-1.516]
3.44
(6)
[-1.571]
2.78
(6)
[-1.554]
98.26
(7)
[1.495]
97.19
(6)
[1.546]
97.20
(6)
[1.549]
1.45
(4)
[-1.520]
97.20
(8)
[1.523]
0.96
(1)
[-1.589]
2.99
(1)
[-1.581]
96.73
(1)
[1.562]
0.77
(4)
[-1.489]
97.34
(4)
[1.541]
95.88
(4)
[1.596]
97.82
(4)
[1.545]
97.84
(4)
[1.546]
98.01
(6)
[1.538]
97.70
(2)
[1.521]
0.89
(6)
[-1.495]
 5.  huangyuan's unet psp21ewt  [normal] CL 1 0 0 0  97.67 
 (7.86) 
 [1.704] 
98.09
(3)
[1.555]
1.70
(23)
[-0.787]
0.00
(1)
[-1.007]
0.37
(1)
[-1.505]
0.09
(1)
[-1.514]
1.57
(6)
[-2.264]
1.82
(7)
[-2.246]
96.52
(4)
[2.394]
98.18
(4)
[2.298]
98.01
(4)
[2.266]
1.82
(4)
[-2.273]
0.39
(5)
[-2.135]
98.08
(4)
[2.309]
97.27
(4)
[2.300]
0.29
(4)
[-2.227]
98.09
(4)
[2.297]
3.20
(10)
[-1.489]
2.70
(15)
[-1.416]
3.95
(10)
[-1.549]
3.44
(10)
[-1.519]
98.18
(9)
[1.490]
96.71
(10)
[1.524]
96.55
(10)
[1.518]
1.75
(10)
[-1.498]
96.57
(10)
[1.487]
1.48
(14)
[-1.483]
4.90
(14)
[-1.465]
94.58
(14)
[1.450]
1.08
(10)
[-1.453]
96.60
(10)
[1.511]
94.77
(10)
[1.551]
97.29
(10)
[1.518]
97.29
(10)
[1.517]
97.15
(10)
[1.491]
97.44
(6)
[1.507]
0.77
(2)
[-1.515]
 6.  huangyuan's unet deepv21  [normal] CL 1 0 0 0  96.97 
 (11.47) 
 [1.661] 
95.22
(16)
[1.476]
0.72
(15)
[-0.944]
2.61
(33)
[-0.472]
2.76
(17)
[-1.423]
2.64
(17)
[-1.427]
0.92
(3)
[-2.283]
1.70
(6)
[-2.249]
95.45
(6)
[2.360]
97.18
(5)
[2.266]
97.78
(5)
[2.259]
2.82
(5)
[-2.241]
0.42
(7)
[-2.129]
97.05
(5)
[2.276]
95.76
(5)
[2.265]
0.81
(9)
[-2.094]
97.24
(5)
[2.270]
3.43
(12)
[-1.474]
2.34
(11)
[-1.445]
4.95
(13)
[-1.504]
3.85
(12)
[-1.498]
97.34
(17)
[1.442]
95.92
(12)
[1.487]
95.75
(12)
[1.481]
2.22
(13)
[-1.463]
96.02
(16)
[1.456]
1.40
(10)
[-1.499]
4.43
(10)
[-1.494]
95.08
(10)
[1.476]
1.26
(12)
[-1.432]
95.80
(12)
[1.478]
93.85
(12)
[1.514]
96.59
(12)
[1.481]
96.60
(12)
[1.481]
96.65
(12)
[1.464]
96.59
(15)
[1.462]
1.79
(19)
[-1.338]
 7.  huangyuan's unet unetewt21  [normal] CL 1 0 0 0  96.82 
 (9.50) 
 [1.677] 
95.83
(15)
[1.492]
0.37
(11)
[-0.999]
1.46
(22)
[-0.708]
1.88
(12)
[-1.453]
1.87
(13)
[-1.453]
5.68
(9)
[-2.144]
5.73
(10)
[-2.132]
93.88
(9)
[2.309]
95.04
(9)
[2.197]
95.12
(9)
[2.173]
4.96
(9)
[-2.173]
0.66
(9)
[-2.084]
94.94
(9)
[2.208]
92.56
(9)
[2.192]
0.71
(8)
[-2.121]
95.00
(9)
[2.198]
2.69
(8)
[-1.522]
1.84
(8)
[-1.485]
3.85
(9)
[-1.553]
3.00
(8)
[-1.542]
98.12
(11)
[1.487]
96.90
(9)
[1.533]
96.83
(9)
[1.532]
1.66
(9)
[-1.505]
97.29
(4)
[1.528]
1.16
(8)
[-1.548]
3.64
(8)
[-1.542]
95.97
(8)
[1.522]
0.98
(8)
[-1.464]
96.72
(9)
[1.515]
95.22
(8)
[1.569]
97.33
(9)
[1.520]
97.33
(9)
[1.519]
97.47
(9)
[1.509]
97.18
(9)
[1.494]
1.12
(10)
[-1.454]
 8.  huangyuan's unet deepv21  [normal] CL 1 0 0 0  96.66 
 (12.06) 
 [1.658] 
94.18
(19)
[1.447]
0.00
(1)
[-1.058]
1.18
(20)
[-0.765]
3.42
(19)
[-1.401]
3.24
(19)
[-1.406]
3.13
(8)
[-2.219]
1.32
(3)
[-2.261]
94.53
(7)
[2.330]
96.23
(7)
[2.236]
97.01
(7)
[2.234]
3.77
(7)
[-2.211]
0.58
(8)
[-2.100]
96.24
(7)
[2.250]
94.35
(7)
[2.233]
1.07
(10)
[-2.030]
96.41
(7)
[2.243]
3.50
(14)
[-1.469]
2.47
(13)
[-1.434]
5.20
(15)
[-1.493]
4.17
(15)
[-1.481]
97.40
(13)
[1.446]
95.73
(16)
[1.478]
95.54
(16)
[1.471]
2.41
(16)
[-1.449]
96.45
(12)
[1.481]
1.45
(12)
[-1.490]
4.78
(12)
[-1.473]
94.75
(12)
[1.459]
1.35
(14)
[-1.421]
95.71
(14)
[1.474]
93.63
(14)
[1.505]
96.56
(14)
[1.480]
96.58
(14)
[1.480]
96.39
(14)
[1.450]
96.82
(12)
[1.475]
1.70
(16)
[-1.353]
 9.  huangyuan's unet psp21  [normal] CL 1 0 0 0  96.38 
 (14.28) 
 [1.643] 
96.45
(12)
[1.510]
0.17
(7)
[-1.032]
0.41
(16)
[-0.923]
1.23
(10)
[-1.476]
1.12
(10)
[-1.478]
2.75
(7)
[-2.230]
2.39
(8)
[-2.229]
93.89
(8)
[2.309]
96.06
(8)
[2.230]
96.41
(8)
[2.214]
3.94
(8)
[-2.206]
0.69
(10)
[-2.079]
96.08
(8)
[2.245]
94.08
(8)
[2.227]
0.70
(7)
[-2.122]
96.15
(8)
[2.235]
4.67
(20)
[-1.393]
3.52
(20)
[-1.349]
6.04
(19)
[-1.455]
4.89
(19)
[-1.444]
97.36
(15)
[1.443]
95.15
(19)
[1.451]
95.03
(18)
[1.447]
2.59
(19)
[-1.436]
95.70
(18)
[1.438]
1.95
(19)
[-1.388]
6.33
(20)
[-1.379]
93.05
(19)
[1.371]
1.56
(18)
[-1.397]
94.90
(19)
[1.441]
92.24
(19)
[1.449]
95.89
(19)
[1.445]
95.90
(19)
[1.443]
95.72
(19)
[1.414]
96.08
(19)
[1.436]
1.42
(14)
[-1.403]
 10.  connetwork12's conn col-noblur  [normal] CL 1 0 0 0  90.41 
 (18.47) 
 [1.331] 
84.57
(23)
[1.182]
0.00
(1)
[-1.058]
1.70
(27)
[-0.659]
9.50
(23)
[-1.193]
10.22
(23)
[-1.168]
7.00
(10)
[-2.106]
5.34
(9)
[-2.143]
86.21
(10)
[2.061]
92.02
(10)
[2.101]
92.68
(10)
[2.094]
7.98
(10)
[-2.078]
1.70
(12)
[-1.886]
91.72
(10)
[2.105]
88.03
(10)
[2.088]
2.08
(11)
[-1.772]
92.02
(10)
[2.103]
11.76
(23)
[-0.931]
8.61
(23)
[-0.936]
16.45
(23)
[-0.989]
13.30
(23)
[-1.006]
92.02
(22)
[1.139]
86.73
(23)
[1.057]
86.36
(23)
[1.041]
7.50
(23)
[-1.072]
88.77
(22)
[1.044]
4.31
(23)
[-0.908]
14.50
(23)
[-0.886]
84.01
(23)
[0.899]
4.69
(22)
[-1.037]
85.54
(23)
[1.057]
80.13
(23)
[0.963]
88.56
(23)
[1.062]
88.61
(23)
[1.057]
87.65
(23)
[0.978]
89.66
(23)
[1.097]
3.86
(22)
[-0.977]
 11.  connetwork12's conn col-blur3  [normal] CL 1 0 0 0  85.80 
 (20.44) 
 [1.097] 
72.93
(24)
[0.861]
1.73
(27)
[-0.783]
2.74
(35)
[-0.446]
18.89
(24)
[-0.871]
18.74
(24)
[-0.878]
9.21
(11)
[-2.041]
9.78
(11)
[-2.014]
80.08
(11)
[1.863]
87.78
(11)
[1.965]
89.19
(11)
[1.981]
12.22
(11)
[-1.943]
2.59
(13)
[-1.718]
87.40
(11)
[1.967]
81.67
(11)
[1.942]
3.15
(12)
[-1.501]
87.92
(11)
[1.971]
16.64
(24)
[-0.613]
12.55
(24)
[-0.617]
22.57
(24)
[-0.714]
18.48
(24)
[-0.736]
88.02
(24)
[0.911]
81.18
(24)
[0.797]
80.76
(24)
[0.778]
10.90
(24)
[-0.819]
84.92
(24)
[0.825]
5.75
(24)
[-0.616]
19.43
(24)
[-0.588]
78.64
(24)
[0.619]
6.78
(23)
[-0.795]
79.07
(24)
[0.791]
72.50
(24)
[0.657]
83.47
(24)
[0.796]
83.50
(24)
[0.786]
82.47
(24)
[0.697]
84.60
(24)
[0.830]
5.03
(23)
[-0.775]
 12.  connetwork12's conn col-blur6  [normal] CL 1 0 0 0  80.91 
 (21.06) 
 [0.873] 
58.84
(25)
[0.472]
0.78
(17)
[-0.933]
1.56
(23)
[-0.688]
34.20
(26)
[-0.347]
34.47
(26)
[-0.342]
12.77
(12)
[-1.937]
11.64
(12)
[-1.960]
74.15
(12)
[1.671]
83.52
(12)
[1.829]
85.92
(12)
[1.876]
16.48
(12)
[-1.808]
3.71
(15)
[-1.504]
82.95
(12)
[1.825]
75.28
(12)
[1.795]
4.31
(15)
[-1.205]
83.78
(12)
[1.839]
21.12
(26)
[-0.321]
16.12
(26)
[-0.327]
28.80
(25)
[-0.435]
23.80
(25)
[-0.459]
83.81
(25)
[0.672]
75.64
(25)
[0.538]
74.87
(25)
[0.501]
14.78
(25)
[-0.531]
80.12
(25)
[0.552]
7.07
(25)
[-0.348]
23.89
(26)
[-0.319]
73.57
(25)
[0.355]
9.15
(25)
[-0.522]
72.23
(25)
[0.510]
65.31
(25)
[0.368]
78.19
(25)
[0.520]
78.27
(25)
[0.508]
75.98
(26)
[0.346]
80.73
(25)
[0.626]
5.91
(24)
[-0.622]
 13.  connetwork12's conn gl-noblur  [normal] CL 1 0 0 0  78.65 
 (21.89) 
 [0.767] 
57.37
(26)
[0.431]
1.03
(20)
[-0.894]
0.00
(1)
[-1.007]
37.10
(28)
[-0.248]
37.02
(27)
[-0.255]
16.11
(13)
[-1.840]
15.49
(13)
[-1.847]
71.69
(13)
[1.591]
81.76
(13)
[1.773]
84.35
(13)
[1.825]
18.24
(13)
[-1.752]
3.68
(14)
[-1.511]
81.41
(13)
[1.776]
72.64
(13)
[1.734]
4.03
(14)
[-1.277]
82.18
(13)
[1.788]
24.24
(28)
[-0.118]
18.98
(28)
[-0.095]
32.36
(27)
[-0.276]
27.10
(27)
[-0.287]
82.02
(26)
[0.570]
72.41
(27)
[0.387]
72.24
(27)
[0.378]
17.07
(27)
[-0.362]
78.13
(27)
[0.438]
8.15
(27)
[-0.128]
26.88
(28)
[-0.138]
70.28
(27)
[0.183]
10.15
(27)
[-0.406]
68.28
(27)
[0.348]
61.36
(27)
[0.210]
74.82
(27)
[0.344]
74.93
(27)
[0.330]
73.87
(28)
[0.232]
76.20
(27)
[0.387]
6.82
(25)
[-0.464]
 14.  huangyuan's unet with ewt  [normal] CL 1 0 0 0  72.81 
 (23.17) 
 [0.835] 
97.05
(8)
[1.526]
0.37
(11)
[-0.999]
0.23
(12)
[-0.959]
1.88
(12)
[-1.453]
1.87
(13)
[-1.453]
95.14
(44)
[0.467]
95.67
(51)
[0.491]
4.15
(64)
[-0.593]
4.52
(65)
[-0.695]
4.83
(65)
[-0.743]
95.48
(65)
[0.698]
15.03
(61)
[0.648]
4.58
(65)
[-0.679]
-33.74
(66)
[-0.708]
11.31
(57)
[0.571]
4.62
(65)
[-0.696]
2.47
(6)
[-1.536]
1.81
(6)
[-1.487]
3.37
(4)
[-1.574]
2.71
(4)
[-1.557]
98.48
(2)
[1.507]
97.23
(4)
[1.548]
97.32
(4)
[1.555]
1.46
(6)
[-1.520]
97.62
(2)
[1.547]
1.10
(6)
[-1.561]
3.46
(6)
[-1.553]
96.22
(6)
[1.535]
0.82
(6)
[-1.482]
97.18
(6)
[1.535]
95.71
(6)
[1.589]
97.69
(6)
[1.539]
97.71
(6)
[1.540]
98.29
(3)
[1.553]
97.18
(10)
[1.494]
1.13
(11)
[-1.453]
 15.  huangyuan's unet without ewt  [normal] CL 1 0 0 0  71.88 
 (25.67) 
 [0.802] 
96.71
(10)
[1.517]
1.71
(25)
[-0.785]
0.00
(1)
[-1.007]
0.68
(5)
[-1.494]
0.48
(6)
[-1.500]
99.98
(78)
[0.608]
99.98
(78)
[0.617]
0.83
(68)
[-0.701]
0.93
(72)
[-0.810]
1.05
(73)
[-0.865]
99.07
(72)
[0.812]
15.53
(74)
[0.743]
0.96
(72)
[-0.795]
-39.07
(73)
[-0.831]
11.68
(62)
[0.666]
0.97
(73)
[-0.813]
2.13
(1)
[-1.559]
1.46
(1)
[-1.516]
3.44
(6)
[-1.571]
2.78
(6)
[-1.554]
98.26
(7)
[1.495]
97.19
(6)
[1.546]
97.20
(6)
[1.549]
1.45
(4)
[-1.520]
97.20
(8)
[1.523]
0.96
(1)
[-1.589]
2.99
(1)
[-1.581]
96.73
(1)
[1.562]
0.77
(4)
[-1.489]
97.34
(4)
[1.541]
95.88
(4)
[1.596]
97.82
(4)
[1.545]
97.84
(4)
[1.546]
98.01
(6)
[1.538]
97.70
(2)
[1.521]
0.89
(6)
[-1.495]
 16.  huangyuan's unet with ewt  [normal] CL 1 0 0 0  71.77 
 (26.44) 
 [0.798] 
97.98
(5)
[1.552]
1.78
(28)
[-0.775]
0.23
(12)
[-0.959]
0.78
(8)
[-1.491]
0.68
(8)
[-1.494]
99.97
(77)
[0.608]
99.97
(77)
[0.617]
0.07
(78)
[-0.725]
0.11
(78)
[-0.836]
0.21
(78)
[-0.893]
99.89
(78)
[0.838]
15.58
(75)
[0.753]
0.13
(78)
[-0.821]
-40.12
(79)
[-0.855]
11.68
(61)
[0.665]
0.15
(78)
[-0.839]
2.29
(4)
[-1.548]
1.61
(3)
[-1.504]
3.22
(2)
[-1.582]
2.53
(2)
[-1.567]
98.44
(4)
[1.505]
97.33
(2)
[1.553]
97.39
(2)
[1.558]
1.32
(2)
[-1.530]
97.28
(5)
[1.528]
1.02
(4)
[-1.576]
3.25
(3)
[-1.565]
96.44
(3)
[1.547]
0.74
(1)
[-1.492]
97.51
(2)
[1.548]
96.13
(2)
[1.606]
97.97
(2)
[1.553]
97.98
(2)
[1.554]
98.37
(1)
[1.558]
97.60
(4)
[1.516]
0.85
(4)
[-1.502]
f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
41.74
±36.24
OS
6.63
±6.26
US
4.91
±4.88
ME
44.33
±29.21
NE
44.49
±29.33
O
79.14
±34.26
C
78.83
±34.29
CA
22.49
±30.92
CO
26.27
±31.29
CC
27.85
±30.96
I
73.48
±31.53
II
11.62
±5.26
EA
25.83
±31.30
MS
-2.89
±43.55
RM
9.06
±3.94
CI
26.36
±31.23
GCE
26.05
±15.35
LCE
20.15
±12.33
BCE
38.52
±22.32
GBCE
32.61
±19.20
BGM
72.02
±17.56
SC
64.13
±21.38
SSC
64.19
±21.31
VD
21.94
±13.47
L
70.42
±17.58
AVI
8.78
±4.92
NVI
29.17
±16.56
NMI
66.76
±19.19
M
13.68
±8.67
ARI
59.81
±24.36
JC
56.14
±24.91
DC
68.24
±19.14
FMI
68.70
±18.84
WI
69.58
±18.48
WII
68.87
±18.95
NBDE
9.49
±5.75
 17.  huangyuan's unet with ewt  [normal] CL 1 0 0 0  71.65 
 (27.42) 
 [0.796] 
97.05
(8)
[1.526]
0.37
(11)
[-0.999]
0.23
(12)
[-0.959]
1.88
(12)
[-1.453]
1.87
(13)
[-1.453]
99.97
(75)
[0.608]
99.97
(76)
[0.617]
0.12
(76)
[-0.724]
0.19
(77)
[-0.833]
0.43
(75)
[-0.886]
99.81
(77)
[0.835]
15.50
(71)
[0.738]
0.24
(76)
[-0.818]
-40.02
(78)
[-0.853]
11.69
(63)
[0.668]
0.27
(77)
[-0.835]
2.47
(6)
[-1.536]
1.81
(6)
[-1.487]
3.37
(4)
[-1.574]
2.71
(4)
[-1.557]
98.48
(2)
[1.507]
97.23
(4)
[1.548]
97.32
(4)
[1.555]
1.46
(6)
[-1.520]
97.62
(2)
[1.547]
1.10
(6)
[-1.561]
3.46
(6)
[-1.553]
96.22
(6)
[1.535]
0.82
(6)
[-1.482]
97.18
(6)
[1.535]
95.71
(6)
[1.589]
97.69
(6)
[1.539]
97.71
(6)
[1.540]
98.29
(3)
[1.553]
97.18
(10)
[1.494]
1.13
(11)
[-1.453]
 18.  huangyuan's unet pspnet_ewt  [normal] CL 1 0 0 0  71.40 
 (28.94) 
 [0.775] 
98.09
(3)
[1.555]
1.70
(23)
[-0.787]
0.00
(1)
[-1.007]
0.37
(1)
[-1.505]
0.09
(1)
[-1.514]
99.94
(70)
[0.607]
99.93
(70)
[0.615]
0.13
(75)
[-0.723]
0.24
(76)
[-0.832]
0.39
(77)
[-0.887]
99.76
(76)
[0.834]
15.45
(70)
[0.728]
0.25
(75)
[-0.817]
-39.86
(76)
[-0.849]
11.84
(68)
[0.707]
0.28
(76)
[-0.835]
3.20
(10)
[-1.489]
2.70
(15)
[-1.416]
3.95
(10)
[-1.549]
3.44
(10)
[-1.519]
98.18
(9)
[1.490]
96.71
(10)
[1.524]
96.55
(10)
[1.518]
1.75
(10)
[-1.498]
96.57
(10)
[1.487]
1.48
(14)
[-1.483]
4.90
(14)
[-1.465]
94.58
(14)
[1.450]
1.08
(10)
[-1.453]
96.60
(10)
[1.511]
94.77
(10)
[1.551]
97.29
(10)
[1.518]
97.29
(10)
[1.517]
97.15
(10)
[1.491]
97.44
(6)
[1.507]
0.77
(2)
[-1.515]
 19.  huangyuan's unet pspnet_ewt  [normal] CL 1 0 0 0  71.06 
 (31.53) 
 [0.760] 
96.29
(14)
[1.505]
0.34
(9)
[-1.003]
0.00
(1)
[-1.007]
2.25
(15)
[-1.441]
1.97
(16)
[-1.450]
99.94
(70)
[0.607]
99.93
(70)
[0.615]
0.60
(73)
[-0.708]
0.70
(73)
[-0.817]
1.64
(69)
[-0.846]
99.30
(73)
[0.819]
15.28
(64)
[0.695]
0.93
(73)
[-0.795]
-39.15
(74)
[-0.833]
11.82
(66)
[0.701]
1.04
(71)
[-0.811]
3.72
(17)
[-1.455]
2.95
(17)
[-1.395]
4.81
(12)
[-1.510]
4.03
(14)
[-1.488]
97.30
(19)
[1.440]
95.81
(14)
[1.482]
95.62
(14)
[1.475]
2.19
(12)
[-1.465]
96.10
(14)
[1.461]
1.60
(16)
[-1.459]
5.23
(16)
[-1.445]
94.21
(16)
[1.431]
1.37
(17)
[-1.419]
95.57
(16)
[1.468]
93.44
(16)
[1.498]
96.44
(16)
[1.473]
96.44
(16)
[1.472]
96.36
(16)
[1.449]
96.53
(17)
[1.459]
1.05
(9)
[-1.466]
 20.  huangyuan's unet pspnet  [normal] CL 1 0 0 0  71.06 
 (31.94) 
 [0.751] 
97.25
(7)
[1.532]
1.52
(22)
[-0.815]
0.41
(16)
[-0.923]
0.76
(7)
[-1.492]
0.46
(5)
[-1.501]
99.92
(68)
[0.606]
99.93
(72)
[0.615]
0.75
(70)
[-0.703]
1.02
(71)
[-0.807]
1.06
(72)
[-0.865]
98.98
(71)
[0.809]
15.39
(67)
[0.717]
0.96
(71)
[-0.794]
-38.82
(72)
[-0.825]
11.83
(67)
[0.703]
1.00
(72)
[-0.812]
4.12
(18)
[-1.429]
3.21
(19)
[-1.374]
5.24
(17)
[-1.491]
4.34
(17)
[-1.472]
97.70
(12)
[1.463]
95.76
(15)
[1.479]
95.62
(15)
[1.475]
2.25
(15)
[-1.461]
96.09
(15)
[1.460]
1.80
(18)
[-1.418]
5.86
(18)
[-1.408]
93.57
(18)
[1.397]
1.36
(16)
[-1.420]
95.56
(17)
[1.468]
93.18
(17)
[1.487]
96.43
(17)
[1.473]
96.43
(17)
[1.472]
96.16
(17)
[1.438]
96.70
(14)
[1.468]
0.99
(8)
[-1.476]
 21.  huangyuan's unet deepv  [normal] CL 1 0 0 0  71.01 
 (31.03) 
 [0.754] 
94.18
(19)
[1.447]
0.00
(1)
[-1.058]
1.18
(20)
[-0.765]
3.42
(19)
[-1.401]
3.24
(19)
[-1.406]
99.95
(73)
[0.607]
99.94
(74)
[0.616]
0.82
(69)
[-0.701]
1.29
(68)
[-0.798]
1.30
(71)
[-0.857]
98.71
(68)
[0.800]
15.52
(73)
[0.742]
1.20
(67)
[-0.787]
-38.50
(69)
[-0.818]
11.65
(60)
[0.658]
1.25
(69)
[-0.804]
3.50
(14)
[-1.469]
2.47
(13)
[-1.434]
5.20
(15)
[-1.493]
4.17
(15)
[-1.481]
97.40
(13)
[1.446]
95.73
(16)
[1.478]
95.54
(16)
[1.471]
2.41
(16)
[-1.449]
96.45
(12)
[1.481]
1.45
(12)
[-1.490]
4.78
(12)
[-1.473]
94.75
(12)
[1.459]
1.35
(14)
[-1.421]
95.71
(14)
[1.474]
93.63
(14)
[1.505]
96.56
(14)
[1.480]
96.58
(14)
[1.480]
96.39
(14)
[1.450]
96.82
(12)
[1.475]
1.70
(16)
[-1.353]
 22.  huangyuan's unet deepv  [normal] CL 1 0 0 0  70.96 
 (32.03) 
 [0.744] 
95.22
(16)
[1.476]
0.72
(15)
[-0.944]
2.61
(33)
[-0.472]
2.76
(17)
[-1.423]
2.64
(17)
[-1.427]
99.95
(74)
[0.607]
99.95
(75)
[0.616]
0.41
(74)
[-0.714]
0.59
(74)
[-0.821]
0.92
(74)
[-0.870]
99.41
(74)
[0.823]
15.45
(69)
[0.728]
0.70
(74)
[-0.803]
-39.40
(75)
[-0.838]
11.70
(64)
[0.669]
0.73
(74)
[-0.821]
3.43
(12)
[-1.474]
2.34
(11)
[-1.445]
4.95
(13)
[-1.504]
3.85
(12)
[-1.498]
97.34
(17)
[1.442]
95.92
(12)
[1.487]
95.75
(12)
[1.481]
2.22
(13)
[-1.463]
96.02
(16)
[1.456]
1.40
(10)
[-1.499]
4.43
(10)
[-1.494]
95.08
(10)
[1.476]
1.26
(12)
[-1.432]
95.80
(12)
[1.478]
93.85
(12)
[1.514]
96.59
(12)
[1.481]
96.60
(12)
[1.481]
96.65
(12)
[1.464]
96.59
(15)
[1.462]
1.79
(19)
[-1.338]
 23.  huangyuan's unet pspnet  [normal] CL 1 0 0 0  70.80 
 (32.81) 
 [0.740] 
96.45
(12)
[1.510]
0.17
(7)
[-1.032]
0.41
(16)
[-0.923]
1.23
(10)
[-1.476]
1.12
(10)
[-1.478]
99.92
(68)
[0.606]
99.92
(69)
[0.615]
0.85
(67)
[-0.700]
1.16
(69)
[-0.803]
1.32
(70)
[-0.857]
98.84
(69)
[0.805]
15.40
(68)
[0.719]
1.15
(69)
[-0.789]
-38.63
(71)
[-0.821]
11.76
(65)
[0.685]
1.19
(70)
[-0.806]
4.67
(20)
[-1.393]
3.52
(20)
[-1.349]
6.04
(19)
[-1.455]
4.89
(19)
[-1.444]
97.36
(15)
[1.443]
95.15
(19)
[1.451]
95.03
(18)
[1.447]
2.59
(19)
[-1.436]
95.70
(18)
[1.438]
1.95
(19)
[-1.388]
6.33
(20)
[-1.379]
93.05
(19)
[1.371]
1.56
(18)
[-1.397]
94.90
(19)
[1.441]
92.24
(19)
[1.449]
95.89
(19)
[1.445]
95.90
(19)
[1.443]
95.72
(19)
[1.414]
96.08
(19)
[1.436]
1.42
(14)
[-1.403]
 24.  huangyuan's unet pspnet_ewt  [normal] CL 1 0 0 0  70.72 
 (33.17) 
 [0.742] 
94.80
(18)
[1.464]
0.34
(9)
[-1.003]
0.00
(1)
[-1.007]
3.67
(22)
[-1.392]
3.42
(22)
[-1.400]
99.94
(72)
[0.607]
99.93
(73)
[0.615]
0.74
(71)
[-0.704]
1.07
(70)
[-0.805]
1.81
(68)
[-0.841]
98.93
(70)
[0.807]
15.14
(62)
[0.668]
1.16
(68)
[-0.788]
-38.60
(70)
[-0.820]
11.92
(69)
[0.727]
1.29
(68)
[-0.803]
4.14
(19)
[-1.428]
3.17
(18)
[-1.377]
5.65
(18)
[-1.472]
4.68
(18)
[-1.455]
96.85
(20)
[1.415]
95.18
(18)
[1.452]
94.87
(20)
[1.440]
2.56
(18)
[-1.438]
95.45
(20)
[1.424]
1.74
(17)
[-1.431]
5.71
(17)
[-1.417]
93.67
(17)
[1.403]
1.59
(20)
[-1.393]
94.94
(18)
[1.443]
92.60
(18)
[1.464]
95.96
(18)
[1.448]
95.96
(18)
[1.447]
95.73
(18)
[1.415]
96.21
(18)
[1.443]
1.18
(13)
[-1.444]
 25.  huangyuan's unet with ewt  [normal] CL 1 0 0 0  69.36 
 (37.11) 
 [0.643] 
91.23
(21)
[1.366]
1.40
(21)
[-0.836]
3.93
(40)
[-0.201]
2.30
(16)
[-1.439]
1.81
(12)
[-1.455]
99.97
(76)
[0.608]
99.91
(68)
[0.615]
0.12
(77)
[-0.724]
0.48
(75)
[-0.824]
0.40
(76)
[-0.887]
99.52
(75)
[0.826]
15.66
(76)
[0.768]
0.23
(77)
[-0.818]
-39.88
(77)
[-0.850]
12.29
(73)
[0.820]
0.31
(75)
[-0.834]
3.57
(16)
[-1.465]
2.22
(9)
[-1.454]
8.53
(21)
[-1.344]
7.18
(21)
[-1.324]
94.03
(21)
[1.254]
92.60
(21)
[1.331]
92.28
(21)
[1.318]
3.90
(21)
[-1.339]
92.51
(21)
[1.257]
2.14
(21)
[-1.350]
6.27
(19)
[-1.383]
91.55
(21)
[1.292]
4.56
(21)
[-1.052]
91.61
(21)
[1.306]
90.65
(21)
[1.386]
93.40
(21)
[1.314]
93.90
(21)
[1.337]
93.68
(21)
[1.304]
95.52
(21)
[1.406]
2.42
(21)
[-1.228]
 26.  huangyuan's unet pspnet_ewt  [normal] CL 1 0 0 0  67.18 
 (37.89) 
 [0.470] 
86.98
(22)
[1.248]
4.66
(34)
[-0.314]
8.57
(66)
[0.751]
3.58
(21)
[-1.395]
3.35
(21)
[-1.402]
99.90
(67)
[0.606]
99.69
(67)
[0.608]
0.66
(72)
[-0.706]
1.49
(67)
[-0.792]
4.02
(67)
[-0.770]
98.51
(67)
[0.794]
15.39
(66)
[0.717]
1.10
(70)
[-0.790]
-38.44
(68)
[-0.816]
12.72
(74)
[0.928]
1.30
(67)
[-0.802]
5.90
(22)
[-1.313]
4.64
(22)
[-1.258]
13.19
(22)
[-1.135]
11.92
(22)
[-1.077]
91.18
(23)
[1.091]
88.59
(22)
[1.144]
87.74
(22)
[1.105]
6.09
(22)
[-1.176]
87.65
(23)
[0.980]
3.38
(22)
[-1.097]
10.41
(22)
[-1.133]
85.77
(22)
[0.991]
6.81
(24)
[-0.792]
87.39
(22)
[1.132]
84.75
(22)
[1.149]
90.07
(22)
[1.141]
90.76
(22)
[1.171]
88.61
(22)
[1.030]
95.05
(22)
[1.381]
7.48
(26)
[-0.349]
 27.  huangyuan's unet Siamese  [normal] CL 1 0 0 0  58.29 
 (38.33) 
 [0.063] 
56.59
(27)
[0.410]
0.40
(14)
[-0.994]
1.95
(30)
[-0.608]
36.09
(27)
[-0.282]
37.50
(28)
[-0.238]
98.99
(66)
[0.579]
98.93
(65)
[0.586]
1.65
(66)
[-0.674]
3.22
(66)
[-0.737]
4.42
(66)
[-0.757]
96.78
(66)
[0.739]
15.22
(63)
[0.685]
2.99
(66)
[-0.730]
-36.51
(67)
[-0.772]
12.11
(71)
[0.775]
3.34
(66)
[-0.737]
21.28
(27)
[-0.311]
16.18
(27)
[-0.322]
30.46
(26)
[-0.361]
25.36
(26)
[-0.378]
81.99
(27)
[0.568]
73.45
(26)
[0.436]
73.01
(26)
[0.414]
15.78
(26)
[-0.457]
79.51
(26)
[0.517]
7.48
(26)
[-0.265]
24.62
(27)
[-0.275]
72.72
(26)
[0.311]
9.90
(26)
[-0.435]
69.93
(26)
[0.416]
63.72
(26)
[0.305]
76.29
(26)
[0.420]
76.51
(26)
[0.414]
75.30
(27)
[0.309]
78.16
(26)
[0.490]
8.83
(27)
[-0.115]
 28.  eldeeqq's Test 0.1  [normal] 1 0 0 0  57.23 
 (47.11) 
 [-0.237] 
15.63
(57)
[-0.721]
0.86
(19)
[-0.921]
3.99
(41)
[-0.189]
70.16
(66)
[0.884]
69.59
(64)
[0.856]
35.90
(14)
[-1.262]
35.48
(14)
[-1.264]
39.54
(14)
[0.551]
53.40
(14)
[0.867]
52.84
(14)
[0.807]
36.60
(14)
[-1.170]
8.02
(16)
[-0.684]
50.60
(14)
[0.792]
35.19
(14)
[0.874]
7.70
(17)
[-0.345]
51.78
(14)
[0.814]
36.80
(58)
[0.701]
31.84
(71)
[0.948]
49.18
(34)
[0.478]
44.22
(49)
[0.605]
53.40
(76)
[-1.060]
44.61
(75)
[-0.913]
42.53
(76)
[-1.016]
30.30
(50)
[0.620]
50.72
(77)
[-1.121]
12.05
(63)
[0.664]
41.02
(64)
[0.716]
44.23
(76)
[-1.174]
17.67
(46)
[0.460]
36.89
(73)
[-0.941]
34.72
(75)
[-0.860]
48.54
(77)
[-1.029]
48.78
(77)
[-1.057]
44.72
(77)
[-1.345]
53.35
(65)
[-0.819]
9.88
(31)
[0.068]
 29.  LiRa's ==   [normal] CL 1 0 0 0  52.37 
 (42.03) 
 [-0.279] 
29.72
(30)
[-0.332]
41.22
(79)
[5.524]
6.48
(54)
[0.321]
27.12
(25)
[-0.589]
29.19
(25)
[-0.521]
100.00
(79)
[0.609]
100.00
(79)
[0.617]
0.00
(79)
[-0.728]
0.00
(79)
[-0.839]
0.00
(79)
[-0.899]
100.00
(79)
[0.841]
0.00
(1)
[-2.210]
0.00
(79)
[-0.825]
0.00
(18)
[0.066]
0.00
(1)
[-2.300]
0.00
(79)
[-0.844]
19.97
(25)
[-0.397]
13.74
(25)
[-0.520]
49.53
(35)
[0.494]
43.31
(45)
[0.557]
63.33
(38)
[-0.495]
53.12
(38)
[-0.515]
58.28
(29)
[-0.277]
23.19
(28)
[0.093]
68.16
(29)
[-0.129]
11.10
(36)
[0.471]
21.46
(25)
[-0.466]
66.55
(28)
[-0.011]
13.59
(28)
[-0.010]
54.00
(29)
[-0.238]
46.16
(31)
[-0.401]
61.71
(33)
[-0.341]
63.43
(29)
[-0.280]
76.51
(25)
[0.375]
54.02
(64)
[-0.784]
9.72
(28)
[0.041]
 30.  veselj38's Histogram ratio features 1.2  [normal] CL 1 0 0 0  52.09 
 (36.72) 
 [-0.365] 
29.85
(29)
[-0.328]
11.26
(66)
[0.740]
8.26
(65)
[0.686]
48.51
(29)
[0.143]
48.74
(29)
[0.145]
95.74
(52)
[0.484]
96.67
(60)
[0.520]
11.02
(35)
[-0.371]
15.05
(35)
[-0.359]
15.59
(51)
[-0.396]
84.95
(35)
[0.364]
13.98
(46)
[0.448]
14.30
(37)
[-0.368]
-19.17
(38)
[-0.374]
10.78
(49)
[0.437]
14.75
(39)
[-0.372]
32.18
(33)
[0.399]
24.94
(36)
[0.389]
47.11
(29)
[0.385]
39.86
(32)
[0.378]
66.50
(32)
[-0.314]
56.63
(29)
[-0.351]
56.47
(33)
[-0.362]
26.17
(33)
[0.314]
63.39
(34)
[-0.400]
10.60
(28)
[0.369]
35.45
(30)
[0.379]
60.77
(30)
[-0.312]
15.61
(33)
[0.223]
52.65
(30)
[-0.294]
46.44
(29)
[-0.389]
62.49
(30)
[-0.300]
62.89
(30)
[-0.308]
63.71
(32)
[-0.318]
62.90
(31)
[-0.315]
10.15
(33)
[0.115]
 31.  veselj38's Histogram ratio features 1.6  [normal] CL 1 0 0 0  51.95 
 (36.61) 
 [-0.377] 
26.62
(31)
[-0.417]
11.55
(68)
[0.786]
10.37
(70)
[1.119]
48.60
(30)
[0.146]
49.88
(30)
[0.184]
94.59
(37)
[0.451]
95.75
(52)
[0.494]
11.18
(32)
[-0.366]
14.93
(38)
[-0.362]
15.32
(55)
[-0.405]
85.07
(38)
[0.368]
13.64
(34)
[0.385]
14.07
(42)
[-0.376]
-19.06
(35)
[-0.371]
10.77
(48)
[0.433]
14.53
(44)
[-0.379]
32.66
(35)
[0.430]
24.08
(33)
[0.319]
47.84
(31)
[0.418]
39.26
(31)
[0.346]
67.27
(30)
[-0.270]
56.49
(31)
[-0.357]
57.09
(31)
[-0.333]
26.04
(31)
[0.305]
63.83
(31)
[-0.375]
10.62
(30)
[0.373]
35.76
(32)
[0.398]
60.71
(33)
[-0.315]
15.48
(31)
[0.208]
52.40
(32)
[-0.304]
45.95
(32)
[-0.409]
62.34
(31)
[-0.308]
62.62
(32)
[-0.323]
63.59
(33)
[-0.324]
62.21
(35)
[-0.352]
9.84
(29)
[0.062]
 32.  veselj38's Histogram ratio features 1.7  [normal] CL 1 0 0 0  51.81 
 (36.47) 
 [-0.378] 
25.46
(32)
[-0.449]
10.67
(63)
[0.646]
10.37
(71)
[1.119]
50.98
(31)
[0.228]
52.47
(33)
[0.272]
94.60
(38)
[0.451]
95.75
(53)
[0.494]
11.19
(31)
[-0.366]
14.94
(37)
[-0.362]
15.33
(54)
[-0.404]
85.06
(37)
[0.368]
13.65
(35)
[0.385]
14.08
(41)
[-0.375]
-19.02
(34)
[-0.371]
10.75
(47)
[0.430]
14.54
(42)
[-0.379]
32.66
(36)
[0.431]
24.04
(32)
[0.315]
47.86
(32)
[0.419]
39.23
(29)
[0.345]
67.29
(29)
[-0.269]
56.48
(32)
[-0.358]
57.12
(30)
[-0.332]
26.00
(30)
[0.302]
63.83
(32)
[-0.375]
10.61
(29)
[0.372]
35.73
(31)
[0.396]
60.73
(31)
[-0.314]
15.49
(32)
[0.210]
52.38
(33)
[-0.305]
45.94
(33)
[-0.409]
62.33
(32)
[-0.308]
62.61
(33)
[-0.323]
63.54
(34)
[-0.327]
62.23
(34)
[-0.351]
9.86
(30)
[0.065]
f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
41.74
±36.24
OS
6.63
±6.26
US
4.91
±4.88
ME
44.33
±29.21
NE
44.49
±29.33
O
79.14
±34.26
C
78.83
±34.29
CA
22.49
±30.92
CO
26.27
±31.29
CC
27.85
±30.96
I
73.48
±31.53
II
11.62
±5.26
EA
25.83
±31.30
MS
-2.89
±43.55
RM
9.06
±3.94
CI
26.36
±31.23
GCE
26.05
±15.35
LCE
20.15
±12.33
BCE
38.52
±22.32
GBCE
32.61
±19.20
BGM
72.02
±17.56
SC
64.13
±21.38
SSC
64.19
±21.31
VD
21.94
±13.47
L
70.42
±17.58
AVI
8.78
±4.92
NVI
29.17
±16.56
NMI
66.76
±19.19
M
13.68
±8.67
ARI
59.81
±24.36
JC
56.14
±24.91
DC
68.24
±19.14
FMI
68.70
±18.84
WI
69.58
±18.48
WII
68.87
±18.95
NBDE
9.49
±5.75
 33.  veselj38's Histogram ratio features 1.6  [normal] CL 1 0 0 0  51.70 
 (37.39) 
 [-0.389] 
23.86
(33)
[-0.493]
13.58
(76)
[1.111]
9.71
(67)
[0.985]
51.01
(32)
[0.229]
51.95
(31)
[0.254]
93.02
(28)
[0.405]
94.64
(39)
[0.461]
10.51
(40)
[-0.387]
14.25
(42)
[-0.384]
15.58
(53)
[-0.396]
85.75
(42)
[0.389]
13.66
(36)
[0.387]
13.46
(47)
[-0.395]
-19.83
(42)
[-0.389]
10.80
(51)
[0.442]
14.04
(49)
[-0.395]
32.76
(39)
[0.437]
24.21
(35)
[0.330]
47.79
(30)
[0.415]
39.24
(30)
[0.345]
67.15
(31)
[-0.277]
56.50
(30)
[-0.357]
56.98
(32)
[-0.338]
26.06
(32)
[0.306]
63.56
(33)
[-0.390]
10.62
(31)
[0.373]
35.77
(33)
[0.398]
60.72
(32)
[-0.315]
15.37
(30)
[0.196]
52.65
(31)
[-0.294]
46.23
(30)
[-0.398]
62.53
(29)
[-0.298]
62.79
(31)
[-0.314]
63.54
(35)
[-0.327]
62.58
(32)
[-0.332]
9.90
(32)
[0.071]
 34.  veselj38's Histogram ratio features 1.2  [normal] CL 1 0 0 0  51.59 
 (34.28) 
 [-0.403] 
21.93
(38)
[-0.547]
13.26
(75)
[1.059]
6.33
(53)
[0.291]
55.08
(36)
[0.368]
54.97
(35)
[0.357]
91.45
(20)
[0.359]
92.96
(31)
[0.412]
13.13
(18)
[-0.303]
19.04
(18)
[-0.231]
19.89
(22)
[-0.257]
80.96
(18)
[0.237]
11.92
(18)
[0.057]
17.27
(18)
[-0.273]
-13.51
(20)
[-0.244]
12.13
(72)
[0.779]
18.19
(18)
[-0.261]
32.75
(38)
[0.436]
24.13
(34)
[0.323]
49.99
(36)
[0.514]
41.37
(34)
[0.456]
64.05
(36)
[-0.453]
54.81
(34)
[-0.436]
53.85
(37)
[-0.485]
27.54
(35)
[0.416]
61.51
(42)
[-0.507]
10.83
(33)
[0.417]
36.78
(36)
[0.460]
59.07
(38)
[-0.401]
16.98
(39)
[0.381]
49.72
(35)
[-0.414]
44.00
(35)
[-0.487]
60.66
(35)
[-0.396]
61.05
(35)
[-0.406]
61.14
(39)
[-0.456]
61.78
(36)
[-0.374]
11.02
(37)
[0.267]
 35.  huangyuan's unet Siamese_ewt  [normal] CL 1 0 0 0  51.10 
 (41.42) 
 [-0.326] 
37.21
(28)
[-0.125]
2.74
(31)
[-0.621]
0.53
(19)
[-0.899]
54.67
(34)
[0.354]
55.73
(37)
[0.383]
98.82
(65)
[0.574]
98.50
(64)
[0.574]
3.26
(65)
[-0.622]
5.30
(64)
[-0.670]
7.91
(64)
[-0.644]
94.70
(64)
[0.673]
14.08
(50)
[0.467]
5.47
(64)
[-0.650]
-31.98
(65)
[-0.668]
11.56
(58)
[0.633]
5.93
(64)
[-0.654]
33.57
(41)
[0.490]
27.55
(56)
[0.600]
43.45
(28)
[0.221]
37.43
(28)
[0.251]
72.42
(28)
[0.023]
60.84
(28)
[-0.154]
61.05
(28)
[-0.147]
24.82
(29)
[0.214]
69.76
(28)
[-0.038]
11.35
(40)
[0.521]
37.92
(40)
[0.529]
58.76
(42)
[-0.417]
14.70
(29)
[0.118]
54.12
(28)
[-0.234]
47.90
(28)
[-0.331]
63.45
(28)
[-0.250]
63.64
(28)
[-0.269]
65.07
(29)
[-0.244]
62.58
(33)
[-0.332]
10.81
(36)
[0.230]
 36.  eldeeqq's Test 0.1  [normal] 1 0 0 0  51.09 
 (52.67) 
 [-0.514] 
8.67
(73)
[-0.912]
0.80
(18)
[-0.930]
0.00
(1)
[-1.007]
78.33
(75)
[1.164]
78.75
(75)
[1.168]
47.95
(15)
[-0.911]
46.67
(15)
[-0.938]
32.97
(15)
[0.339]
46.72
(15)
[0.653]
48.37
(15)
[0.663]
43.28
(15)
[-0.958]
9.98
(17)
[-0.312]
45.29
(15)
[0.622]
25.43
(15)
[0.650]
7.08
(16)
[-0.504]
46.37
(15)
[0.641]
44.75
(76)
[1.218]
38.35
(77)
[1.477]
56.00
(65)
[0.783]
49.60
(71)
[0.885]
46.72
(78)
[-1.441]
36.92
(78)
[-1.272]
35.04
(78)
[-1.368]
36.38
(76)
[1.072]
44.04
(78)
[-1.500]
14.08
(76)
[1.077]
48.85
(76)
[1.189]
36.29
(78)
[-1.588]
21.01
(69)
[0.846]
27.37
(78)
[-1.332]
27.06
(78)
[-1.167]
41.12
(78)
[-1.416]
41.32
(78)
[-1.453]
38.20
(78)
[-1.698]
44.84
(78)
[-1.268]
11.50
(42)
[0.350]
 37.  veselj38's Histogram ratio features 1.2  [normal] CL 1 0 0 0  50.85 
 (36.92) 
 [-0.403] 
22.16
(37)
[-0.540]
9.48
(53)
[0.455]
5.63
(50)
[0.148]
64.35
(56)
[0.685]
63.29
(52)
[0.641]
96.20
(57)
[0.498]
96.05
(56)
[0.502]
12.03
(22)
[-0.339]
16.03
(29)
[-0.327]
18.74
(26)
[-0.294]
83.97
(29)
[0.333]
13.25
(27)
[0.309]
15.88
(24)
[-0.318]
-17.64
(27)
[-0.339]
11.19
(56)
[0.541]
16.55
(24)
[-0.314]
32.68
(37)
[0.432]
25.38
(40)
[0.425]
48.69
(33)
[0.456]
41.39
(35)
[0.457]
65.96
(33)
[-0.345]
55.28
(33)
[-0.414]
55.21
(34)
[-0.421]
27.22
(34)
[0.392]
62.15
(37)
[-0.470]
10.85
(34)
[0.421]
36.14
(34)
[0.421]
59.20
(36)
[-0.394]
16.99
(40)
[0.382]
50.26
(34)
[-0.392]
45.22
(34)
[-0.438]
61.02
(34)
[-0.377]
61.52
(34)
[-0.381]
60.41
(44)
[-0.496]
63.70
(30)
[-0.273]
10.27
(34)
[0.137]
 38.  veselj38's Histogram ratio features 1.2  [normal] CL 1 0 0 0  49.97 
 (40.75) 
 [-0.444] 
21.48
(39)
[-0.559]
8.97
(51)
[0.374]
4.70
(45)
[-0.043]
62.26
(47)
[0.614]
61.04
(44)
[0.564]
96.20
(58)
[0.498]
97.08
(62)
[0.532]
11.10
(33)
[-0.368]
15.09
(34)
[-0.357]
16.98
(37)
[-0.351]
84.91
(34)
[0.363]
13.04
(23)
[0.270]
14.71
(34)
[-0.355]
-19.41
(39)
[-0.379]
10.97
(53)
[0.486]
15.32
(34)
[-0.354]
35.52
(48)
[0.617]
27.21
(53)
[0.573]
50.50
(38)
[0.537]
42.18
(37)
[0.498]
65.25
(34)
[-0.385]
53.81
(36)
[-0.482]
53.88
(36)
[-0.484]
28.61
(38)
[0.495]
61.19
(44)
[-0.525]
11.35
(42)
[0.523]
38.44
(47)
[0.560]
57.66
(46)
[-0.474]
17.18
(41)
[0.405]
48.77
(37)
[-0.453]
43.28
(36)
[-0.516]
59.79
(36)
[-0.441]
60.19
(36)
[-0.452]
61.08
(40)
[-0.460]
60.13
(37)
[-0.462]
11.05
(38)
[0.272]
 39.  veselj38's Histogram ratio features 1.17  [normal] CL 1 0 0 0  49.94 
 (43.11) 
 [-0.447] 
22.81
(35)
[-0.522]
8.71
(47)
[0.332]
7.05
(59)
[0.438]
57.22
(39)
[0.441]
58.81
(40)
[0.488]
95.06
(42)
[0.465]
95.02
(43)
[0.472]
8.43
(61)
[-0.455]
11.84
(61)
[-0.461]
15.86
(50)
[-0.387]
88.16
(61)
[0.466]
15.32
(65)
[0.703]
12.09
(61)
[-0.439]
-23.77
(62)
[-0.480]
9.25
(22)
[0.048]
12.89
(60)
[-0.431]
34.95
(46)
[0.580]
25.53
(41)
[0.437]
50.12
(37)
[0.520]
40.70
(33)
[0.421]
63.56
(37)
[-0.482]
53.02
(39)
[-0.519]
54.50
(35)
[-0.454]
28.45
(37)
[0.483]
63.96
(30)
[-0.368]
10.80
(32)
[0.410]
36.23
(35)
[0.427]
61.13
(29)
[-0.293]
15.85
(34)
[0.251]
49.46
(36)
[-0.425]
42.92
(37)
[-0.531]
59.16
(37)
[-0.474]
59.60
(37)
[-0.483]
63.84
(30)
[-0.310]
56.26
(49)
[-0.666]
12.57
(53)
[0.536]
 40.  veselj38's Histogram ratio features 1.10  [normal] CL 1 0 0 0  49.59 
 (40.56) 
 [-0.475] 
18.05
(48)
[-0.654]
11.75
(71)
[0.818]
5.62
(49)
[0.146]
59.63
(41)
[0.524]
60.70
(43)
[0.553]
91.10
(19)
[0.349]
91.71
(24)
[0.376]
11.33
(29)
[-0.361]
15.30
(32)
[-0.351]
16.88
(38)
[-0.354]
84.70
(32)
[0.356]
14.02
(48)
[0.455]
15.01
(33)
[-0.346]
-19.00
(33)
[-0.370]
8.96
(20)
[-0.026]
15.51
(33)
[-0.347]
36.00
(52)
[0.648]
26.00
(44)
[0.475]
52.55
(46)
[0.629]
42.56
(38)
[0.518]
62.52
(42)
[-0.541]
51.87
(40)
[-0.573]
52.13
(43)
[-0.566]
29.77
(46)
[0.581]
61.78
(40)
[-0.491]
11.43
(47)
[0.539]
38.16
(43)
[0.543]
58.92
(41)
[-0.409]
16.86
(37)
[0.367]
46.69
(41)
[-0.539]
40.78
(42)
[-0.617]
57.02
(43)
[-0.586]
57.46
(43)
[-0.596]
61.23
(38)
[-0.452]
54.62
(60)
[-0.752]
11.48
(41)
[0.347]
 41.  veselj38's Histogram ratio features 1.4  [normal] CL 1 0 0 0  49.45 
 (44.86) 
 [-0.465] 
22.72
(36)
[-0.525]
9.39
(52)
[0.440]
5.43
(47)
[0.106]
58.55
(40)
[0.487]
56.94
(39)
[0.425]
96.04
(54)
[0.493]
95.81
(54)
[0.495]
8.08
(62)
[-0.466]
11.07
(63)
[-0.486]
14.09
(60)
[-0.444]
88.93
(63)
[0.490]
13.46
(28)
[0.349]
11.31
(62)
[-0.464]
-24.16
(64)
[-0.489]
10.80
(50)
[0.442]
11.90
(63)
[-0.463]
34.54
(44)
[0.553]
25.74
(42)
[0.453]
50.66
(39)
[0.544]
41.86
(36)
[0.482]
64.23
(35)
[-0.443]
53.86
(35)
[-0.480]
53.61
(38)
[-0.496]
28.09
(36)
[0.457]
62.69
(35)
[-0.440]
11.27
(38)
[0.505]
37.75
(39)
[0.518]
59.00
(39)
[-0.405]
16.71
(36)
[0.350]
47.91
(39)
[-0.488]
42.08
(38)
[-0.565]
58.43
(38)
[-0.512]
58.78
(39)
[-0.527]
61.05
(41)
[-0.461]
57.22
(48)
[-0.615]
11.61
(43)
[0.369]
 42.  veselj38's Histogram ratio features 1.10  [normal] CL 1 0 0 0  49.37 
 (43.75) 
 [-0.472] 
18.47
(44)
[-0.642]
13.03
(74)
[1.022]
3.55
(38)
[-0.280]
60.51
(43)
[0.554]
61.07
(45)
[0.565]
95.46
(51)
[0.476]
95.31
(49)
[0.481]
10.56
(39)
[-0.386]
13.82
(49)
[-0.398]
16.15
(45)
[-0.378]
86.18
(49)
[0.403]
14.01
(47)
[0.454]
14.13
(40)
[-0.374]
-20.37
(43)
[-0.401]
8.31
(18)
[-0.191]
14.53
(45)
[-0.379]
35.55
(49)
[0.619]
27.26
(54)
[0.577]
51.39
(41)
[0.577]
43.09
(44)
[0.546]
62.01
(44)
[-0.570]
51.30
(44)
[-0.600]
52.74
(39)
[-0.537]
29.76
(45)
[0.581]
61.81
(39)
[-0.490]
11.18
(37)
[0.487]
37.48
(38)
[0.502]
59.90
(35)
[-0.357]
16.15
(35)
[0.285]
48.15
(38)
[-0.479]
41.70
(40)
[-0.580]
58.05
(40)
[-0.532]
58.50
(40)
[-0.541]
63.77
(31)
[-0.314]
54.17
(63)
[-0.776]
12.93
(60)
[0.598]
 43.  veselj38's Histogram ratio features 1.20  [normal] CL 1 0 0 0  49.26 
 (44.17) 
 [-0.529] 
18.97
(43)
[-0.628]
10.38
(61)
[0.599]
11.11
(73)
[1.271]
55.15
(37)
[0.370]
55.68
(36)
[0.382]
94.13
(35)
[0.437]
95.13
(44)
[0.475]
11.70
(26)
[-0.349]
16.74
(23)
[-0.304]
15.89
(49)
[-0.386]
83.26
(23)
[0.310]
14.14
(51)
[0.478]
15.17
(31)
[-0.340]
-16.39
(22)
[-0.310]
10.19
(35)
[0.287]
15.67
(32)
[-0.342]
34.92
(45)
[0.578]
26.64
(46)
[0.527]
52.73
(48)
[0.637]
44.45
(52)
[0.616]
61.85
(46)
[-0.579]
51.13
(46)
[-0.608]
51.16
(49)
[-0.611]
29.72
(44)
[0.578]
60.12
(49)
[-0.586]
11.49
(49)
[0.550]
38.85
(49)
[0.584]
56.36
(51)
[-0.542]
18.83
(57)
[0.595]
44.65
(48)
[-0.623]
40.06
(48)
[-0.646]
56.65
(47)
[-0.605]
57.17
(46)
[-0.612]
56.87
(59)
[-0.688]
58.54
(41)
[-0.546]
12.06
(49)
[0.448]
 44.  veselj38's Histogram ratio features 1.15  [normal] CL 1 0 0 0  49.26 
 (46.81) 
 [-0.512] 
22.82
(34)
[-0.522]
20.80
(78)
[2.264]
4.59
(43)
[-0.065]
51.87
(33)
[0.258]
52.16
(32)
[0.262]
94.97
(41)
[0.462]
99.01
(66)
[0.588]
9.01
(56)
[-0.436]
11.30
(62)
[-0.479]
24.63
(17)
[-0.104]
88.70
(62)
[0.483]
12.15
(19)
[0.101]
12.33
(59)
[-0.431]
-17.20
(26)
[-0.329]
10.27
(39)
[0.307]
14.29
(46)
[-0.386]
31.71
(32)
[0.369]
21.82
(30)
[0.136]
55.24
(61)
[0.749]
45.35
(57)
[0.663]
59.03
(62)
[-0.740]
48.41
(60)
[-0.735]
50.61
(50)
[-0.637]
29.07
(40)
[0.530]
62.32
(36)
[-0.461]
11.97
(59)
[0.648]
31.42
(29)
[0.136]
59.93
(34)
[-0.356]
17.25
(43)
[0.412]
44.34
(51)
[-0.635]
38.28
(59)
[-0.717]
54.65
(58)
[-0.710]
55.60
(58)
[-0.695]
62.85
(36)
[-0.364]
50.39
(71)
[-0.975]
11.97
(46)
[0.432]
 45.  veselj38's Histogram ratio features 1.11  [normal] CL 1 0 0 0  49.04 
 (45.56) 
 [-0.541] 
19.65
(42)
[-0.610]
9.84
(55)
[0.513]
11.06
(72)
[1.262]
55.91
(38)
[0.396]
56.71
(38)
[0.417]
94.05
(33)
[0.435]
95.13
(45)
[0.476]
11.73
(25)
[-0.348]
16.78
(22)
[-0.303]
15.99
(46)
[-0.383]
83.22
(22)
[0.309]
13.93
(42)
[0.440]
15.21
(29)
[-0.339]
-16.17
(21)
[-0.305]
10.33
(42)
[0.322]
15.73
(31)
[-0.340]
35.31
(47)
[0.604]
27.37
(55)
[0.586]
52.89
(51)
[0.644]
44.95
(54)
[0.642]
61.16
(51)
[-0.619]
50.50
(51)
[-0.638]
50.33
(53)
[-0.650]
30.29
(49)
[0.620]
59.59
(53)
[-0.616]
11.55
(50)
[0.562]
39.04
(52)
[0.596]
56.02
(54)
[-0.560]
19.14
(59)
[0.630]
44.06
(53)
[-0.646]
39.77
(50)
[-0.657]
56.31
(50)
[-0.623]
56.82
(49)
[-0.631]
56.47
(61)
[-0.709]
58.21
(43)
[-0.563]
12.18
(52)
[0.468]
 46.  veselj38's Histogram ratio features 1.20  [normal] CL 1 0 0 0  48.98 
 (46.81) 
 [-0.509] 
18.46
(45)
[-0.643]
9.53
(54)
[0.464]
7.93
(63)
[0.620]
61.00
(44)
[0.571]
60.48
(42)
[0.545]
95.26
(47)
[0.470]
92.95
(30)
[0.412]
7.58
(63)
[-0.482]
12.60
(58)
[-0.437]
13.61
(62)
[-0.460]
87.40
(58)
[0.442]
16.27
(79)
[0.885]
11.13
(63)
[-0.470]
-24.09
(63)
[-0.487]
9.43
(25)
[0.094]
11.95
(62)
[-0.461]
33.37
(40)
[0.477]
25.11
(38)
[0.403]
51.25
(40)
[0.570]
43.00
(41)
[0.541]
63.33
(39)
[-0.495]
53.21
(37)
[-0.511]
52.40
(41)
[-0.553]
28.77
(39)
[0.507]
60.95
(45)
[-0.538]
11.03
(35)
[0.457]
37.27
(37)
[0.489]
58.42
(43)
[-0.434]
17.85
(47)
[0.481]
47.17
(40)
[-0.519]
41.94
(39)
[-0.570]
58.40
(39)
[-0.514]
58.92
(38)
[-0.519]
59.65
(46)
[-0.537]
59.27
(39)
[-0.507]
13.81
(64)
[0.751]
 47.  veselj38's Histogram ratio features 1.20  [normal] CL 1 0 0 0  48.95 
 (47.56) 
 [-0.556] 
13.36
(61)
[-0.783]
7.70
(43)
[0.172]
9.94
(68)
[1.031]
66.17
(60)
[0.748]
65.64
(59)
[0.721]
87.76
(18)
[0.251]
88.36
(18)
[0.278]
15.06
(17)
[-0.240]
21.76
(17)
[-0.144]
21.75
(18)
[-0.197]
78.24
(17)
[0.151]
13.55
(33)
[0.366]
20.07
(17)
[-0.184]
-10.78
(19)
[-0.181]
10.35
(43)
[0.326]
20.85
(17)
[-0.177]
37.21
(60)
[0.727]
27.64
(58)
[0.608]
54.99
(59)
[0.738]
45.42
(58)
[0.667]
60.22
(56)
[-0.672]
49.87
(56)
[-0.667]
48.46
(61)
[-0.738]
31.07
(57)
[0.677]
56.27
(65)
[-0.805]
11.98
(61)
[0.649]
40.66
(60)
[0.694]
53.19
(63)
[-0.707]
20.72
(68)
[0.812]
41.62
(61)
[-0.747]
38.64
(56)
[-0.702]
54.96
(57)
[-0.694]
55.47
(60)
[-0.702]
52.54
(71)
[-0.922]
59.46
(38)
[-0.497]
13.16
(62)
[0.639]
 48.  veselj38's Histogram ratio features 1.9  [normal] CL 1 0 0 0  48.87 
 (45.28) 
 [-0.507] 
16.89
(51)
[-0.686]
10.23
(60)
[0.575]
6.55
(55)
[0.335]
62.16
(46)
[0.611]
62.64
(48)
[0.619]
95.14
(43)
[0.467]
94.27
(37)
[0.450]
10.11
(44)
[-0.401]
13.79
(50)
[-0.399]
17.08
(36)
[-0.348]
86.21
(50)
[0.404]
13.71
(37)
[0.397]
13.91
(43)
[-0.381]
-20.76
(44)
[-0.410]
8.88
(19)
[-0.047]
14.61
(40)
[-0.376]
35.92
(51)
[0.643]
26.84
(48)
[0.542]
52.13
(44)
[0.610]
43.04
(43)
[0.543]
61.83
(47)
[-0.580]
50.70
(50)
[-0.628]
52.27
(42)
[-0.559]
29.87
(48)
[0.588]
62.12
(38)
[-0.472]
11.39
(44)
[0.531]
38.13
(42)
[0.541]
59.14
(37)
[-0.397]
16.97
(38)
[0.379]
46.19
(44)
[-0.559]
40.43
(45)
[-0.631]
56.58
(48)
[-0.609]
57.10
(48)
[-0.615]
62.19
(37)
[-0.400]
53.10
(67)
[-0.832]
13.88
(66)
[0.764]
f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
41.74
±36.24
OS
6.63
±6.26
US
4.91
±4.88
ME
44.33
±29.21
NE
44.49
±29.33
O
79.14
±34.26
C
78.83
±34.29
CA
22.49
±30.92
CO
26.27
±31.29
CC
27.85
±30.96
I
73.48
±31.53
II
11.62
±5.26
EA
25.83
±31.30
MS
-2.89
±43.55
RM
9.06
±3.94
CI
26.36
±31.23
GCE
26.05
±15.35
LCE
20.15
±12.33
BCE
38.52
±22.32
GBCE
32.61
±19.20
BGM
72.02
±17.56
SC
64.13
±21.38
SSC
64.19
±21.31
VD
21.94
±13.47
L
70.42
±17.58
AVI
8.78
±4.92
NVI
29.17
±16.56
NMI
66.76
±19.19
M
13.68
±8.67
ARI
59.81
±24.36
JC
56.14
±24.91
DC
68.24
±19.14
FMI
68.70
±18.84
WI
69.58
±18.48
WII
68.87
±18.95
NBDE
9.49
±5.75
 49.  veselj38's Histogram ratio features 1.8  [normal] CL 1 0 0 0  48.82 
 (46.00) 
 [-0.497] 
18.30
(46)
[-0.647]
11.35
(67)
[0.754]
3.72
(39)
[-0.244]
63.08
(51)
[0.642]
64.06
(57)
[0.667]
92.63
(24)
[0.394]
93.89
(34)
[0.439]
10.03
(46)
[-0.403]
13.42
(52)
[-0.411]
15.23
(56)
[-0.408]
86.58
(52)
[0.416]
13.81
(41)
[0.416]
13.19
(52)
[-0.404]
-21.64
(53)
[-0.431]
9.74
(26)
[0.172]
13.69
(54)
[-0.406]
35.75
(50)
[0.632]
26.02
(45)
[0.476]
52.74
(49)
[0.637]
43.01
(42)
[0.541]
61.96
(45)
[-0.573]
50.76
(49)
[-0.625]
51.46
(46)
[-0.597]
30.31
(51)
[0.621]
60.29
(48)
[-0.576]
11.34
(39)
[0.520]
37.93
(41)
[0.529]
58.92
(40)
[-0.409]
17.24
(42)
[0.411]
46.24
(43)
[-0.557]
40.71
(43)
[-0.619]
56.82
(45)
[-0.597]
57.33
(44)
[-0.604]
60.56
(42)
[-0.488]
55.14
(57)
[-0.724]
11.82
(45)
[0.405]
 50.  veselj38's Histogram ratio features 1.20  [normal] CL 1 0 0 0  48.79 
 (44.19) 
 [-0.479] 
17.51
(50)
[-0.669]
6.76
(38)
[0.022]
1.72
(29)
[-0.654]
70.39
(67)
[0.892]
70.89
(67)
[0.900]
95.21
(45)
[0.469]
95.25
(46)
[0.479]
10.12
(43)
[-0.400]
14.09
(44)
[-0.389]
18.06
(28)
[-0.316]
85.91
(44)
[0.394]
14.07
(49)
[0.465]
14.28
(38)
[-0.369]
-21.07
(49)
[-0.418]
10.19
(34)
[0.285]
15.10
(37)
[-0.361]
36.03
(53)
[0.650]
26.82
(47)
[0.541]
51.82
(42)
[0.596]
42.61
(39)
[0.520]
63.11
(40)
[-0.507]
51.84
(41)
[-0.575]
52.46
(40)
[-0.550]
29.68
(43)
[0.575]
61.51
(41)
[-0.507]
11.42
(45)
[0.536]
38.74
(48)
[0.578]
57.91
(44)
[-0.461]
17.47
(44)
[0.437]
46.53
(42)
[-0.545]
40.98
(41)
[-0.609]
57.47
(41)
[-0.563]
57.86
(41)
[-0.576]
60.42
(43)
[-0.495]
56.10
(50)
[-0.674]
12.84
(58)
[0.583]
 51.  veselj38's Histogram ratio features 1.11  [normal] CL 1 0 0 0  48.57 
 (45.42) 
 [-0.490] 
16.50
(52)
[-0.697]
6.76
(37)
[0.021]
1.72
(28)
[-0.654]
71.38
(69)
[0.926]
72.09
(69)
[0.941]
95.22
(46)
[0.469]
95.25
(47)
[0.479]
10.20
(42)
[-0.398]
14.17
(43)
[-0.387]
18.03
(30)
[-0.317]
85.83
(43)
[0.392]
14.19
(52)
[0.489]
14.35
(36)
[-0.367]
-20.96
(46)
[-0.415]
10.03
(32)
[0.246]
15.15
(36)
[-0.359]
36.33
(57)
[0.670]
27.14
(52)
[0.567]
52.02
(43)
[0.605]
42.83
(40)
[0.532]
62.78
(41)
[-0.526]
51.56
(42)
[-0.588]
52.05
(44)
[-0.569]
29.84
(47)
[0.586]
61.23
(43)
[-0.523]
11.48
(48)
[0.548]
38.92
(51)
[0.589]
57.69
(45)
[-0.473]
17.60
(45)
[0.452]
46.16
(45)
[-0.560]
40.63
(44)
[-0.623]
57.18
(42)
[-0.578]
57.56
(42)
[-0.591]
60.08
(45)
[-0.514]
55.85
(52)
[-0.687]
12.91
(59)
[0.595]
 52.  veselj38's Histogram ratio features 1.16  [normal] CL 1 0 0 0  48.48 
 (48.53) 
 [-0.570] 
20.79
(40)
[-0.578]
3.66
(33)
[-0.474]
7.87
(60)
[0.607]
63.58
(52)
[0.659]
63.60
(55)
[0.652]
94.63
(39)
[0.452]
88.88
(19)
[0.293]
12.66
(19)
[-0.318]
18.75
(19)
[-0.240]
20.59
(20)
[-0.234]
81.25
(19)
[0.247]
14.98
(60)
[0.639]
16.94
(20)
[-0.284]
-21.59
(52)
[-0.429]
13.12
(76)
[1.031]
18.18
(19)
[-0.262]
29.30
(30)
[0.212]
23.58
(31)
[0.279]
54.79
(58)
[0.729]
49.07
(69)
[0.857]
58.97
(63)
[-0.743]
51.02
(47)
[-0.613]
48.18
(62)
[-0.751]
30.51
(52)
[0.636]
56.10
(66)
[-0.814]
11.57
(52)
[0.566]
38.31
(46)
[0.552]
53.00
(64)
[-0.717]
23.92
(75)
[1.181]
39.25
(69)
[-0.844]
37.70
(61)
[-0.740]
53.48
(63)
[-0.771]
55.17
(61)
[-0.718]
50.12
(76)
[-1.053]
63.96
(29)
[-0.259]
15.42
(71)
[1.032]
 53.  veselj38's Histogram ratio features 1.21  [normal] CL 1 0 0 0  48.48 
 (48.61) 
 [-0.527] 
20.64
(41)
[-0.582]
8.84
(49)
[0.354]
5.46
(48)
[0.112]
62.70
(49)
[0.629]
62.78
(49)
[0.623]
95.42
(50)
[0.475]
94.85
(42)
[0.467]
9.45
(52)
[-0.422]
13.85
(48)
[-0.397]
17.65
(32)
[-0.329]
86.15
(48)
[0.402]
13.72
(38)
[0.399]
13.61
(44)
[-0.390]
-19.75
(41)
[-0.387]
10.26
(38)
[0.305]
14.53
(43)
[-0.379]
37.36
(62)
[0.737]
28.64
(64)
[0.689]
52.75
(50)
[0.638]
44.03
(48)
[0.595]
62.26
(43)
[-0.556]
50.86
(48)
[-0.620]
51.47
(45)
[-0.597]
30.55
(54)
[0.639]
60.33
(47)
[-0.574]
12.01
(62)
[0.656]
40.10
(57)
[0.660]
56.09
(53)
[-0.556]
17.96
(49)
[0.494]
44.52
(49)
[-0.628]
39.60
(52)
[-0.664]
55.83
(53)
[-0.648]
56.19
(53)
[-0.664]
57.90
(54)
[-0.632]
55.22
(55)
[-0.720]
11.44
(40)
[0.340]
 54.  veselj38's Histogram ratio features 1.11  [normal] CL 1 0 0 0  48.28 
 (49.78) 
 [-0.535] 
15.94
(56)
[-0.712]
10.09
(57)
[0.553]
6.82
(58)
[0.391]
64.00
(54)
[0.673]
63.44
(54)
[0.646]
97.02
(60)
[0.522]
96.58
(58)
[0.518]
9.84
(48)
[-0.409]
13.41
(53)
[-0.411]
14.99
(58)
[-0.415]
86.59
(53)
[0.416]
14.22
(53)
[0.493]
13.25
(50)
[-0.402]
-21.91
(54)
[-0.437]
9.83
(27)
[0.195]
13.70
(52)
[-0.406]
36.04
(54)
[0.651]
26.95
(49)
[0.552]
52.49
(45)
[0.626]
43.40
(46)
[0.562]
61.46
(48)
[-0.601]
51.38
(43)
[-0.596]
51.31
(47)
[-0.604]
29.49
(41)
[0.560]
59.28
(54)
[-0.634]
11.35
(41)
[0.522]
38.19
(44)
[0.545]
57.62
(47)
[-0.476]
18.00
(50)
[0.499]
45.51
(46)
[-0.587]
40.24
(46)
[-0.638]
56.85
(44)
[-0.595]
57.21
(45)
[-0.610]
57.73
(55)
[-0.641]
57.42
(46)
[-0.605]
12.77
(56)
[0.571]
 55.  veselj38's Histogram ratio features 1.20  [normal] CL 1 0 0 0  48.24 
 (50.78) 
 [-0.538] 
15.94
(55)
[-0.712]
10.09
(58)
[0.553]
6.82
(57)
[0.391]
64.00
(54)
[0.673]
63.43
(53)
[0.646]
97.03
(61)
[0.522]
96.58
(59)
[0.518]
9.84
(49)
[-0.409]
13.41
(54)
[-0.411]
14.99
(59)
[-0.415]
86.59
(54)
[0.416]
14.22
(54)
[0.494]
13.25
(51)
[-0.402]
-21.91
(55)
[-0.437]
9.83
(28)
[0.196]
13.69
(53)
[-0.406]
36.10
(55)
[0.655]
26.98
(51)
[0.554]
52.60
(47)
[0.631]
43.48
(47)
[0.566]
61.39
(49)
[-0.605]
51.30
(45)
[-0.600]
51.21
(48)
[-0.609]
29.55
(42)
[0.565]
59.21
(55)
[-0.638]
11.38
(43)
[0.528]
38.26
(45)
[0.549]
57.54
(49)
[-0.481]
18.03
(51)
[0.502]
45.39
(47)
[-0.592]
40.16
(47)
[-0.642]
56.76
(46)
[-0.600]
57.11
(47)
[-0.615]
57.62
(56)
[-0.647]
57.33
(47)
[-0.609]
12.78
(57)
[0.572]
 56.  veselj38's Histogram ratio features 1.12  [normal] CL 1 0 0 0  48.18 
 (47.31) 
 [-0.545] 
16.03
(53)
[-0.709]
9.92
(56)
[0.526]
5.03
(46)
[0.025]
70.06
(65)
[0.881]
69.18
(63)
[0.842]
92.81
(25)
[0.399]
94.66
(40)
[0.462]
12.09
(21)
[-0.336]
16.37
(26)
[-0.316]
16.20
(43)
[-0.376]
83.63
(26)
[0.322]
14.36
(55)
[0.520]
15.56
(27)
[-0.328]
-17.03
(24)
[-0.325]
9.43
(24)
[0.093]
15.90
(29)
[-0.335]
36.26
(56)
[0.665]
27.99
(60)
[0.636]
53.03
(52)
[0.650]
44.76
(53)
[0.633]
60.52
(52)
[-0.655]
50.12
(53)
[-0.655]
49.40
(56)
[-0.694]
30.87
(56)
[0.663]
57.85
(59)
[-0.715]
11.61
(53)
[0.575]
39.31
(53)
[0.613]
55.44
(55)
[-0.590]
19.31
(62)
[0.649]
43.84
(55)
[-0.656]
39.90
(49)
[-0.652]
56.31
(49)
[-0.623]
56.71
(50)
[-0.637]
55.60
(63)
[-0.756]
58.62
(40)
[-0.541]
12.69
(54)
[0.556]
 57.  veselj38's Histogram ratio features 1.2  [normal] CL 1 0 0 0  48.06 
 (48.44) 
 [-0.537] 
15.57
(58)
[-0.722]
6.51
(36)
[-0.018]
2.94
(37)
[-0.404]
71.13
(68)
[0.918]
72.33
(70)
[0.949]
95.30
(48)
[0.472]
91.83
(25)
[0.379]
11.05
(34)
[-0.370]
15.70
(30)
[-0.338]
18.22
(27)
[-0.311]
84.30
(30)
[0.343]
12.71
(20)
[0.206]
15.21
(30)
[-0.339]
-17.88
(28)
[-0.344]
11.16
(55)
[0.533]
16.00
(28)
[-0.332]
37.96
(68)
[0.776]
28.77
(65)
[0.700]
53.48
(53)
[0.671]
44.30
(50)
[0.609]
60.31
(55)
[-0.667]
50.06
(54)
[-0.658]
50.17
(54)
[-0.658]
30.74
(55)
[0.653]
58.97
(57)
[-0.651]
11.94
(58)
[0.642]
40.87
(62)
[0.706]
55.12
(58)
[-0.607]
18.49
(54)
[0.555]
44.29
(52)
[-0.637]
39.67
(51)
[-0.661]
56.15
(51)
[-0.631]
56.48
(51)
[-0.649]
57.91
(53)
[-0.631]
55.72
(54)
[-0.694]
13.85
(65)
[0.759]
 58.  veselj38's Histogram ratio features 1.19  [normal] CL 1 0 0 0  48.01 
 (50.47) 
 [-0.557] 
15.14
(59)
[-0.734]
12.55
(73)
[0.946]
4.30
(42)
[-0.126]
64.49
(57)
[0.690]
63.66
(56)
[0.654]
95.87
(53)
[0.488]
93.98
(36)
[0.442]
9.89
(47)
[-0.408]
15.22
(33)
[-0.353]
16.66
(41)
[-0.361]
84.78
(33)
[0.359]
13.05
(24)
[0.272]
13.58
(45)
[-0.391]
-19.12
(36)
[-0.373]
10.33
(41)
[0.321]
14.59
(41)
[-0.377]
37.25
(61)
[0.729]
27.79
(59)
[0.620]
53.80
(55)
[0.685]
44.35
(51)
[0.611]
60.09
(57)
[-0.679]
50.14
(52)
[-0.654]
49.14
(57)
[-0.706]
31.19
(59)
[0.687]
57.91
(58)
[-0.712]
11.73
(54)
[0.599]
39.61
(56)
[0.631]
56.19
(52)
[-0.551]
18.34
(53)
[0.538]
44.41
(50)
[-0.632]
39.49
(53)
[-0.668]
55.93
(52)
[-0.643]
56.26
(52)
[-0.660]
57.29
(57)
[-0.665]
55.90
(51)
[-0.684]
13.16
(61)
[0.638]
 59.  veselj38's Histogram ratio features 1.11  [normal] CL 1 0 0 0  47.93 
 (52.36) 
 [-0.570] 
18.14
(47)
[-0.651]
8.89
(50)
[0.361]
7.92
(61)
[0.618]
62.70
(49)
[0.629]
62.80
(50)
[0.624]
95.37
(49)
[0.474]
93.85
(33)
[0.438]
8.96
(58)
[-0.438]
13.87
(47)
[-0.396]
17.39
(34)
[-0.338]
86.13
(47)
[0.401]
13.94
(44)
[0.441]
13.26
(49)
[-0.402]
-19.72
(40)
[-0.386]
10.81
(52)
[0.444]
14.27
(47)
[-0.387]
37.45
(63)
[0.743]
28.95
(66)
[0.714]
53.61
(54)
[0.676]
45.11
(55)
[0.651]
61.20
(50)
[-0.616]
49.93
(55)
[-0.664]
50.41
(52)
[-0.646]
31.07
(58)
[0.678]
59.60
(52)
[-0.615]
12.15
(66)
[0.684]
40.72
(61)
[0.697]
55.22
(57)
[-0.601]
18.64
(56)
[0.572]
43.26
(58)
[-0.680]
38.70
(55)
[-0.700]
55.05
(56)
[-0.689]
55.48
(59)
[-0.702]
56.64
(60)
[-0.700]
55.18
(56)
[-0.723]
11.40
(39)
[0.333]
 60.  veselj38's Histogram ratio features 1.9  [normal] CL 1 0 0 0  47.74 
 (50.39) 
 [-0.601] 
11.47
(65)
[-0.835]
15.02
(77)
[1.341]
8.19
(64)
[0.673]
61.31
(45)
[0.581]
61.99
(46)
[0.596]
93.76
(31)
[0.427]
94.74
(41)
[0.464]
11.80
(24)
[-0.346]
16.37
(25)
[-0.316]
17.29
(35)
[-0.341]
83.63
(25)
[0.322]
13.94
(43)
[0.440]
15.84
(25)
[-0.319]
-18.32
(31)
[-0.354]
10.01
(31)
[0.241]
16.31
(26)
[-0.322]
37.55
(66)
[0.749]
27.64
(57)
[0.607]
55.43
(64)
[0.758]
45.52
(59)
[0.672]
59.16
(60)
[-0.732]
48.06
(62)
[-0.751]
49.06
(58)
[-0.710]
31.77
(62)
[0.730]
60.00
(51)
[-0.593]
11.90
(56)
[0.633]
40.31
(58)
[0.673]
56.37
(50)
[-0.542]
18.98
(58)
[0.612]
42.34
(59)
[-0.717]
37.52
(62)
[-0.747]
54.17
(61)
[-0.735]
54.80
(64)
[-0.738]
58.37
(50)
[-0.606]
52.55
(68)
[-0.862]
12.74
(55)
[0.565]
 61.  veselj38's Histogram ratio features 1.1  [normal] CL 1 0 0 0  47.52 
 (51.50) 
 [-0.589] 
12.97
(62)
[-0.794]
7.00
(39)
[0.059]
7.92
(62)
[0.618]
69.15
(63)
[0.850]
67.92
(62)
[0.799]
94.69
(40)
[0.454]
92.48
(28)
[0.398]
10.59
(38)
[-0.385]
15.40
(31)
[-0.347]
18.04
(29)
[-0.317]
84.60
(31)
[0.353]
13.53
(32)
[0.364]
15.05
(32)
[-0.344]
-19.13
(37)
[-0.373]
10.25
(36)
[0.302]
15.82
(30)
[-0.337]
38.02
(69)
[0.780]
28.53
(63)
[0.680]
55.09
(60)
[0.743]
45.60
(60)
[0.676]
59.19
(59)
[-0.731]
48.76
(59)
[-0.719]
48.96
(59)
[-0.714]
31.68
(61)
[0.723]
57.36
(60)
[-0.743]
12.09
(65)
[0.673]
41.07
(65)
[0.718]
54.95
(59)
[-0.615]
18.63
(55)
[0.571]
43.50
(57)
[-0.669]
38.53
(57)
[-0.707]
55.30
(55)
[-0.676]
55.72
(55)
[-0.689]
57.19
(58)
[-0.670]
55.14
(58)
[-0.725]
14.53
(68)
[0.877]
 62.  veselj38's Histogram ratio features 1.18  [normal] CL 1 0 0 0  47.48 
 (53.14) 
 [-0.555] 
15.96
(54)
[-0.712]
7.63
(42)
[0.160]
2.91
(36)
[-0.411]
69.49
(64)
[0.862]
70.19
(66)
[0.876]
93.74
(30)
[0.426]
94.47
(38)
[0.456]
9.20
(53)
[-0.430]
13.44
(51)
[-0.410]
16.21
(42)
[-0.376]
86.56
(51)
[0.415]
14.81
(58)
[0.606]
12.61
(56)
[-0.422]
-22.71
(57)
[-0.455]
9.09
(21)
[0.008]
13.45
(56)
[-0.413]
37.50
(64)
[0.746]
28.51
(62)
[0.678]
54.11
(56)
[0.699]
45.12
(56)
[0.651]
60.48
(53)
[-0.657]
49.19
(57)
[-0.699]
50.02
(55)
[-0.665]
31.46
(60)
[0.706]
60.10
(50)
[-0.587]
11.77
(55)
[0.607]
39.56
(55)
[0.627]
57.60
(48)
[-0.478]
17.89
(48)
[0.486]
43.57
(56)
[-0.667]
38.29
(58)
[-0.716]
54.52
(59)
[-0.717]
55.03
(62)
[-0.726]
59.43
(47)
[-0.549]
51.68
(70)
[-0.907]
14.12
(67)
[0.806]
 63.  veselj38's Histogram ratio features 1.2  [normal] CL 1 0 0 0  47.17 
 (56.83) 
 [-0.595] 
14.07
(60)
[-0.764]
10.21
(59)
[0.572]
5.88
(51)
[0.198]
65.29
(58)
[0.717]
65.95
(60)
[0.732]
96.04
(55)
[0.493]
97.08
(61)
[0.532]
9.10
(54)
[-0.433]
13.08
(56)
[-0.422]
15.19
(57)
[-0.409]
86.92
(56)
[0.426]
13.76
(40)
[0.406]
12.71
(55)
[-0.419]
-21.20
(50)
[-0.421]
10.37
(44)
[0.332]
13.35
(57)
[-0.417]
38.49
(71)
[0.810]
30.41
(69)
[0.833]
54.69
(57)
[0.725]
46.62
(62)
[0.729]
60.36
(54)
[-0.664]
49.01
(58)
[-0.707]
50.51
(51)
[-0.642]
31.80
(63)
[0.732]
59.02
(56)
[-0.649]
12.54
(71)
[0.763]
42.00
(69)
[0.775]
54.43
(60)
[-0.643]
18.06
(52)
[0.505]
44.04
(54)
[-0.648]
38.88
(54)
[-0.693]
55.34
(54)
[-0.674]
55.79
(54)
[-0.685]
57.96
(52)
[-0.628]
54.54
(61)
[-0.756]
12.11
(51)
[0.456]
 64.  veselj38's Histogram ratio features 1.9  [normal] CL 1 0 0 0  46.83 
 (56.64) 
 [-0.668] 
11.73
(64)
[-0.828]
11.65
(70)
[0.802]
10.00
(69)
[1.044]
63.66
(53)
[0.662]
63.26
(51)
[0.640]
97.84
(64)
[0.546]
95.28
(48)
[0.480]
10.08
(45)
[-0.402]
15.04
(36)
[-0.359]
15.90
(48)
[-0.386]
84.96
(36)
[0.364]
15.67
(77)
[0.769]
14.18
(39)
[-0.372]
-20.98
(47)
[-0.415]
11.61
(59)
[0.647]
14.79
(38)
[-0.371]
33.83
(42)
[0.507]
26.98
(50)
[0.554]
55.41
(63)
[0.757]
48.56
(68)
[0.830]
57.68
(66)
[-0.816]
47.31
(64)
[-0.787]
47.48
(63)
[-0.784]
32.44
(66)
[0.779]
57.09
(61)
[-0.758]
11.57
(51)
[0.566]
39.34
(54)
[0.614]
53.21
(62)
[-0.706]
21.88
(71)
[0.946]
40.87
(62)
[-0.778]
38.10
(60)
[-0.724]
54.37
(60)
[-0.724]
55.72
(56)
[-0.689]
58.73
(48)
[-0.587]
55.78
(53)
[-0.691]
17.38
(75)
[1.372]
f1 f2 f3 f4 criterion 'AVG' (average values) in descending orderAVG
RANK
NORM
CS
41.74
±36.24
OS
6.63
±6.26
US
4.91
±4.88
ME
44.33
±29.21
NE
44.49
±29.33
O
79.14
±34.26
C
78.83
±34.29
CA
22.49
±30.92
CO
26.27
±31.29
CC
27.85
±30.96
I
73.48
±31.53
II
11.62
±5.26
EA
25.83
±31.30
MS
-2.89
±43.55
RM
9.06
±3.94
CI
26.36
±31.23
GCE
26.05
±15.35
LCE
20.15
±12.33
BCE
38.52
±22.32
GBCE
32.61
±19.20
BGM
72.02
±17.56
SC
64.13
±21.38
SSC
64.19
±21.31
VD
21.94
±13.47
L
70.42
±17.58
AVI
8.78
±4.92
NVI
29.17
±16.56
NMI
66.76
±19.19
M
13.68
±8.67
ARI
59.81
±24.36
JC
56.14
±24.91
DC
68.24
±19.14
FMI
68.70
±18.84
WI
69.58
±18.48
WII
68.87
±18.95
NBDE
9.49
±5.75
 65.  veselj38's Histogram ratio features 1.20  [normal] CL 1 0 0 0  46.38 
 (57.97) 
 [-0.768] 
12.68
(63)
[-0.802]
7.00
(40)
[0.059]
23.45
(79)
[3.803]
54.85
(35)
[0.360]
54.68
(34)
[0.348]
97.34
(62)
[0.531]
93.91
(35)
[0.440]
9.08
(55)
[-0.434]
14.53
(39)
[-0.375]
13.46
(63)
[-0.465]
85.47
(39)
[0.381]
15.51
(72)
[0.740]
12.35
(58)
[-0.431]
-23.26
(59)
[-0.468]
15.67
(79)
[1.678]
13.08
(59)
[-0.425]
28.29
(29)
[0.146]
21.02
(29)
[0.071]
57.29
(69)
[0.841]
50.01
(73)
[0.906]
55.77
(71)
[-0.926]
47.74
(63)
[-0.767]
45.86
(71)
[-0.860]
30.54
(53)
[0.638]
54.54
(72)
[-0.903]
11.42
(46)
[0.537]
38.85
(50)
[0.585]
47.13
(73)
[-1.023]
29.32
(77)
[1.804]
36.47
(75)
[-0.958]
37.21
(63)
[-0.760]
53.21
(66)
[-0.785]
55.62
(57)
[-0.694]
51.56
(75)
[-0.975]
65.66
(28)
[-0.170]
18.53
(76)
[1.572]
 66.  veselj38's Histogram ratio features 1.0  [normal] CL 1 0 0 0  46.29 
 (58.69) 
 [-0.712] 
10.22
(71)
[-0.870]
8.70
(46)
[0.331]
15.69
(77)
[2.211]
62.67
(48)
[0.628]
62.44
(47)
[0.612]
94.07
(34)
[0.436]
91.53
(23)
[0.371]
8.97
(57)
[-0.437]
13.37
(55)
[-0.412]
16.78
(39)
[-0.357]
86.63
(55)
[0.417]
14.44
(56)
[0.537]
12.74
(54)
[-0.418]
-22.74
(58)
[-0.456]
12.05
(70)
[0.759]
13.70
(51)
[-0.405]
33.86
(43)
[0.509]
26.00
(43)
[0.474]
57.08
(68)
[0.832]
49.22
(70)
[0.865]
56.55
(69)
[-0.881]
47.13
(65)
[-0.795]
46.43
(69)
[-0.833]
31.83
(64)
[0.734]
54.97
(71)
[-0.879]
12.05
(64)
[0.665]
41.02
(63)
[0.716]
50.64
(71)
[-0.840]
23.90
(74)
[1.179]
39.61
(66)
[-0.830]
36.80
(66)
[-0.776]
53.25
(65)
[-0.783]
54.81
(63)
[-0.737]
55.63
(62)
[-0.754]
57.80
(44)
[-0.585]
17.09
(72)
[1.322]
 67.  veselj38's Histogram ratio features 1.8  [normal] CL 1 0 0 0  46.25 
 (55.11) 
 [-0.638] 
10.69
(68)
[-0.857]
7.71
(44)
[0.174]
4.68
(44)
[-0.048]
73.39
(73)
[0.995]
74.04
(72)
[1.007]
92.82
(26)
[0.399]
93.40
(32)
[0.425]
11.23
(30)
[-0.364]
14.49
(40)
[-0.377]
19.93
(21)
[-0.256]
85.51
(40)
[0.382]
12.81
(22)
[0.227]
15.58
(26)
[-0.327]
-21.92
(56)
[-0.437]
11.10
(54)
[0.517]
16.31
(25)
[-0.322]
41.76
(72)
[1.023]
32.09
(72)
[0.969]
56.26
(66)
[0.795]
46.60
(61)
[0.728]
58.71
(64)
[-0.758]
46.38
(66)
[-0.830]
47.27
(64)
[-0.794]
33.84
(69)
[0.883]
56.38
(64)
[-0.798]
12.82
(72)
[0.821]
43.46
(72)
[0.863]
52.01
(66)
[-0.769]
19.65
(65)
[0.689]
40.65
(63)
[-0.787]
36.97
(64)
[-0.770]
53.33
(64)
[-0.779]
53.53
(67)
[-0.805]
54.27
(67)
[-0.828]
53.23
(66)
[-0.826]
11.98
(47)
[0.433]
 68.  veselj38's Histogram ratio features 1.5  [normal] CL 1 0 0 0  46.18 
 (54.28) 
 [-0.675] 
7.92
(75)
[-0.933]
10.53
(62)
[0.623]
6.07
(52)
[0.237]
72.04
(70)
[0.949]
71.95
(68)
[0.936]
91.56
(21)
[0.362]
91.88
(26)
[0.381]
12.23
(20)
[-0.332]
16.24
(27)
[-0.321]
20.61
(19)
[-0.234]
83.76
(27)
[0.326]
12.77
(21)
[0.219]
17.04
(19)
[-0.281]
-17.90
(29)
[-0.345]
9.36
(23)
[0.075]
17.68
(21)
[-0.278]
37.52
(65)
[0.748]
30.96
(70)
[0.877]
57.44
(71)
[0.848]
50.88
(74)
[0.951]
56.05
(70)
[-0.909]
44.73
(74)
[-0.907]
46.09
(70)
[-0.849]
34.41
(70)
[0.926]
56.48
(63)
[-0.793]
12.30
(67)
[0.714]
41.94
(68)
[0.771]
53.41
(61)
[-0.696]
21.19
(70)
[0.867]
39.47
(68)
[-0.835]
35.08
(73)
[-0.845]
51.60
(70)
[-0.869]
52.80
(69)
[-0.844]
58.71
(49)
[-0.588]
49.74
(75)
[-1.010]
18.80
(77)
[1.619]
 69.  veselj38's Histogram ratio features 1.3  [normal] CL 1 0 0 0  46.13 
 (58.78) 
 [-0.629] 
7.34
(77)
[-0.949]
12.52
(72)
[0.942]
1.59
(24)
[-0.682]
75.71
(74)
[1.074]
76.54
(74)
[1.093]
94.20
(36)
[0.439]
95.36
(50)
[0.482]
8.93
(59)
[-0.439]
12.83
(57)
[-0.430]
16.16
(44)
[-0.378]
87.17
(57)
[0.435]
14.69
(57)
[0.583]
13.00
(53)
[-0.410]
-23.43
(60)
[-0.472]
10.25
(37)
[0.303]
13.66
(55)
[-0.407]
38.25
(70)
[0.795]
29.82
(68)
[0.785]
55.28
(62)
[0.751]
46.85
(63)
[0.741]
59.66
(58)
[-0.704]
48.21
(61)
[-0.745]
48.79
(60)
[-0.723]
32.26
(65)
[0.766]
60.44
(46)
[-0.568]
11.98
(60)
[0.649]
41.23
(66)
[0.728]
55.39
(56)
[-0.593]
19.16
(60)
[0.632]
41.64
(60)
[-0.746]
36.83
(65)
[-0.775]
53.74
(62)
[-0.757]
54.30
(65)
[-0.764]
58.02
(51)
[-0.625]
51.76
(69)
[-0.903]
13.72
(63)
[0.736]
 70.  veselj38's Histogram ratio features 1.1  [normal] CL 1 0 0 0  46.02 
 (55.56) 
 [-0.703] 
7.61
(76)
[-0.942]
7.45
(41)
[0.132]
12.60
(75)
[1.577]
68.39
(62)
[0.824]
69.75
(65)
[0.861]
92.58
(23)
[0.392]
92.13
(27)
[0.388]
11.56
(28)
[-0.354]
16.60
(24)
[-0.309]
18.79
(25)
[-0.292]
83.40
(24)
[0.315]
13.75
(39)
[0.405]
16.01
(23)
[-0.314]
-17.96
(30)
[-0.346]
9.84
(29)
[0.197]
16.74
(23)
[-0.308]
37.73
(67)
[0.761]
28.03
(61)
[0.639]
58.02
(75)
[0.874]
48.32
(66)
[0.818]
55.76
(72)
[-0.926]
45.31
(69)
[-0.880]
44.91
(72)
[-0.905]
33.50
(68)
[0.858]
55.32
(70)
[-0.859]
12.33
(68)
[0.721]
41.90
(67)
[0.769]
51.66
(67)
[-0.787]
23.12
(73)
[1.089]
37.94
(71)
[-0.898]
35.23
(72)
[-0.839]
51.50
(73)
[-0.874]
52.48
(70)
[-0.861]
53.04
(70)
[-0.895]
54.40
(62)
[-0.764]
17.20
(73)
[1.340]
 71.  veselj38's Histogram ratio features 1.0  [normal] CL 1 0 0 0  45.86 
 (55.39) 
 [-0.751] 
8.34
(74)
[-0.922]
8.39
(45)
[0.282]
15.00
(76)
[2.069]
65.49
(59)
[0.724]
65.54
(58)
[0.718]
93.72
(29)
[0.426]
91.51
(22)
[0.370]
10.97
(36)
[-0.373]
16.16
(28)
[-0.323]
17.92
(31)
[-0.320]
83.84
(28)
[0.329]
13.12
(26)
[0.285]
15.23
(28)
[-0.339]
-18.96
(32)
[-0.369]
12.85
(75)
[0.961]
16.04
(27)
[-0.331]
32.62
(34)
[0.428]
25.23
(39)
[0.412]
58.69
(76)
[0.904]
51.30
(75)
[0.973]
54.96
(74)
[-0.971]
45.19
(72)
[-0.886]
44.23
(74)
[-0.936]
33.27
(67)
[0.841]
53.54
(74)
[-0.960]
11.93
(57)
[0.639]
40.56
(59)
[0.688]
48.59
(72)
[-0.947]
27.01
(76)
[1.538]
36.61
(74)
[-0.952]
35.34
(70)
[-0.835]
51.54
(72)
[-0.872]
53.60
(66)
[-0.801]
54.08
(69)
[-0.839]
58.32
(42)
[-0.557]
20.58
(78)
[1.928]
 72.  veselj38's Histogram ratio features 1.0  [normal] CL 1 0 0 0  45.76 
 (59.39) 
 [-0.710] 
11.44
(66)
[-0.836]
11.64
(69)
[0.801]
6.76
(56)
[0.379]
66.51
(61)
[0.759]
67.36
(61)
[0.780]
93.89
(32)
[0.430]
92.50
(29)
[0.399]
10.27
(41)
[-0.395]
14.48
(41)
[-0.377]
17.61
(33)
[-0.331]
85.52
(41)
[0.382]
14.95
(59)
[0.633]
14.50
(35)
[-0.362]
-21.45
(51)
[-0.426]
10.28
(40)
[0.309]
15.19
(35)
[-0.358]
37.11
(59)
[0.721]
29.66
(67)
[0.771]
57.41
(70)
[0.847]
49.96
(72)
[0.904]
55.68
(73)
[-0.930]
45.28
(71)
[-0.881]
44.85
(73)
[-0.907]
34.42
(71)
[0.926]
52.84
(75)
[-1.000]
12.50
(70)
[0.756]
42.66
(71)
[0.815]
50.83
(70)
[-0.830]
22.69
(72)
[1.039]
38.82
(70)
[-0.862]
35.73
(67)
[-0.819]
52.06
(68)
[-0.845]
53.20
(68)
[-0.823]
54.24
(68)
[-0.830]
54.93
(59)
[-0.736]
17.35
(74)
[1.367]
 73.  test's test hadacmar_test  [normal] CL 1 0 0 0  45.32 
 (57.39) 
 [-0.617] 
17.62
(49)
[-0.666]
2.46
(30)
[-0.666]
0.00
(1)
[-1.007]
80.57
(76)
[1.241]
80.28
(76)
[1.220]
86.92
(17)
[0.227]
88.03
(17)
[0.268]
10.76
(37)
[-0.380]
12.46
(59)
[-0.441]
13.89
(61)
[-0.451]
87.54
(59)
[0.446]
0.98
(11)
[-2.023]
12.43
(57)
[-0.428]
10.92
(16)
[0.317]
3.98
(13)
[-1.290]
12.51
(61)
[-0.443]
49.59
(78)
[1.533]
45.19
(78)
[2.031]
57.71
(73)
[0.860]
53.31
(77)
[1.078]
59.13
(61)
[-0.734]
45.78
(68)
[-0.858]
46.50
(68)
[-0.830]
38.81
(78)
[1.252]
55.81
(68)
[-0.831]
17.14
(78)
[1.698]
52.69
(78)
[1.420]
39.43
(77)
[-1.425]
19.33
(64)
[0.652]
37.07
(72)
[-0.934]
34.74
(74)
[-0.859]
49.18
(74)
[-0.996]
49.39
(75)
[-1.025]
51.77
(74)
[-0.964]
47.44
(76)
[-1.131]
10.64
(35)
[0.201]
 74.  veselj38's Histogram ratio features 1.20  [normal] CL 1 0 0 0  45.28 
 (60.81) 
 [-0.678] 
10.40
(70)
[-0.865]
10.98
(64)
[0.696]
1.64
(25)
[-0.671]
73.11
(72)
[0.985]
74.40
(73)
[1.020]
96.28
(59)
[0.500]
96.15
(57)
[0.505]
9.59
(50)
[-0.417]
14.02
(45)
[-0.392]
15.91
(47)
[-0.386]
85.98
(45)
[0.397]
13.47
(29)
[0.351]
13.55
(46)
[-0.392]
-20.84
(45)
[-0.412]
10.57
(45)
[0.384]
14.19
(48)
[-0.390]
42.17
(75)
[1.050]
32.75
(75)
[1.022]
57.71
(72)
[0.860]
48.28
(65)
[0.816]
57.61
(67)
[-0.820]
45.30
(70)
[-0.880]
47.15
(65)
[-0.799]
34.58
(73)
[0.938]
55.92
(67)
[-0.825]
13.35
(74)
[0.928]
44.92
(74)
[0.951]
51.50
(68)
[-0.796]
19.24
(61)
[0.642]
39.65
(64)
[-0.828]
35.44
(69)
[-0.831]
51.68
(69)
[-0.865]
52.03
(72)
[-0.885]
55.01
(65)
[-0.788]
49.76
(74)
[-1.008]
12.10
(50)
[0.454]
 75.  veselj38's Histogram ratio features 1.11  [normal] CL 1 0 0 0  45.21 
 (61.89) 
 [-0.686] 
10.40
(69)
[-0.865]
10.99
(65)
[0.696]
2.44
(32)
[-0.506]
72.17
(71)
[0.953]
73.47
(71)
[0.988]
96.05
(56)
[0.493]
95.99
(55)
[0.501]
9.51
(51)
[-0.420]
13.93
(46)
[-0.394]
15.59
(52)
[-0.396]
86.07
(46)
[0.399]
13.48
(30)
[0.353]
13.40
(48)
[-0.397]
-21.01
(48)
[-0.416]
10.70
(46)
[0.416]
14.02
(50)
[-0.395]
42.11
(74)
[1.046]
32.72
(74)
[1.020]
57.94
(74)
[0.870]
48.55
(67)
[0.830]
57.14
(68)
[-0.847]
44.96
(73)
[-0.897]
46.89
(67)
[-0.812]
34.66
(75)
[0.944]
55.68
(69)
[-0.839]
13.38
(75)
[0.935]
44.99
(75)
[0.955]
51.37
(69)
[-0.802]
19.33
(63)
[0.652]
39.47
(67)
[-0.835]
35.33
(71)
[-0.836]
51.56
(71)
[-0.871]
51.92
(73)
[-0.891]
54.75
(66)
[-0.802]
49.82
(73)
[-1.005]
12.05
(48)
[0.446]
 76.  veselj38's Histogram ratio features 1.0  [normal] CL 1 0 0 0  45.06 
 (55.36) 
 [-0.856] 
6.27
(78)
[-0.979]
8.80
(48)
[0.347]
22.17
(78)
[3.540]
60.27
(42)
[0.546]
60.22
(41)
[0.536]
92.86
(27)
[0.400]
89.87
(20)
[0.322]
11.95
(23)
[-0.341]
18.15
(20)
[-0.260]
19.62
(24)
[-0.266]
81.85
(20)
[0.266]
13.51
(31)
[0.359]
16.72
(21)
[-0.291]
-17.06
(25)
[-0.326]
13.93
(77)
[1.236]
17.69
(20)
[-0.278]
31.48
(31)
[0.354]
24.96
(37)
[0.390]
61.50
(78)
[1.030]
54.99
(78)
[1.165]
51.13
(77)
[-1.189]
41.98
(77)
[-1.036]
41.48
(77)
[-1.065]
34.59
(74)
[0.939]
51.43
(76)
[-1.080]
12.40
(69)
[0.734]
42.14
(70)
[0.783]
45.26
(75)
[-1.121]
30.52
(78)
[1.942]
32.88
(77)
[-1.106]
32.67
(77)
[-0.942]
48.63
(76)
[-1.024]
51.43
(74)
[-0.917]
52.27
(73)
[-0.936]
57.76
(45)
[-0.586]
22.06
(79)
[2.186]
 77.  veselj38's Histogram ratio features 1.2  [normal] CL 1 0 0 0  44.80 
 (62.22) 
 [-0.677] 
9.36
(72)
[-0.894]
5.36
(35)
[-0.203]
1.98
(31)
[-0.601]
81.54
(78)
[1.274]
81.67
(78)
[1.267]
97.62
(63)
[0.539]
97.26
(63)
[0.538]
8.59
(60)
[-0.450]
12.07
(60)
[-0.454]
16.77
(40)
[-0.358]
87.93
(60)
[0.459]
13.06
(25)
[0.274]
12.28
(60)
[-0.433]
-23.60
(61)
[-0.476]
10.12
(33)
[0.269]
13.22
(58)
[-0.421]
41.91
(73)
[1.033]
32.66
(73)
[1.015]
56.90
(67)
[0.824]
47.65
(64)
[0.783]
58.45
(65)
[-0.773]
46.19
(67)
[-0.839]
46.92
(66)
[-0.810]
34.49
(72)
[0.932]
56.51
(62)
[-0.791]
12.88
(73)
[0.833]
43.80
(73)
[0.884]
52.26
(65)
[-0.756]
19.73
(66)
[0.699]
39.64
(65)
[-0.828]
35.73
(68)
[-0.819]
52.21
(67)
[-0.837]
52.47
(71)
[-0.861]
55.12
(64)
[-0.782]
50.35
(72)
[-0.977]
15.17
(70)
[0.988]
 78.  veselj38's Histogram ratio features 1.14  [normal] CL 1 0 0 0  44.34 
 (56.36) 
 [-0.727] 
11.37
(67)
[-0.838]
2.86
(32)
[-0.601]
1.68
(26)
[-0.663]
81.35
(77)
[1.268]
81.26
(77)
[1.254]
91.69
(22)
[0.366]
90.20
(21)
[0.332]
11.69
(27)
[-0.350]
16.98
(21)
[-0.297]
19.83
(23)
[-0.259]
83.02
(21)
[0.303]
13.94
(45)
[0.442]
16.28
(22)
[-0.305]
-16.61
(23)
[-0.315]
9.85
(30)
[0.200]
17.14
(22)
[-0.295]
45.40
(77)
[1.260]
38.20
(76)
[1.464]
59.95
(77)
[0.960]
52.76
(76)
[1.049]
54.94
(75)
[-0.972]
43.06
(76)
[-0.986]
43.55
(75)
[-0.968]
37.37
(77)
[1.145]
53.59
(73)
[-0.958]
14.94
(77)
[1.250]
50.26
(77)
[1.274]
45.73
(74)
[-1.096]
20.56
(67)
[0.794]
35.85
(76)
[-0.984]
32.78
(76)
[-0.938]
48.74
(75)
[-1.018]
49.14
(76)
[-1.038]
52.34
(72)
[-0.933]
46.77
(77)
[-1.166]
11.64
(44)
[0.374]
 79.  mahelpet's noname   [normal] 1 0 0 0  39.59 
 (60.64) 
 [-1.195] 
3.83
(79)
[-1.046]
0.00
(1)
[-1.058]
12.17
(74)
[1.489]
85.20
(79)
[1.399]
85.02
(79)
[1.382]
78.47
(16)
[-0.020]
72.17
(16)
[-0.194]
21.29
(16)
[-0.039]
36.59
(16)
[0.330]
34.58
(16)
[0.217]
63.41
(16)
[-0.319]
15.70
(78)
[0.775]
31.91
(16)
[0.194]
4.88
(17)
[0.178]
14.13
(78)
[1.287]
33.63
(16)
[0.233]
53.56
(79)
[1.792]
49.11
(79)
[2.349]
75.05
(79)
[1.637]
70.61
(79)
[1.979]
36.59
(79)
[-2.018]
28.80
(79)
[-1.652]
26.36
(79)
[-1.775]
50.56
(79)
[2.124]
34.75
(79)
[-2.029]
20.67
(79)
[2.416]
68.12
(79)
[2.352]
15.50
(79)
[-2.672]
34.56
(79)
[2.408]
12.57
(79)
[-1.940]
21.60
(79)
[-1.387]
34.65
(79)
[-1.754]
35.98
(79)
[-1.737]
30.24
(79)
[-2.128]
44.75
(79)
[-1.273]
14.79
(69)
[0.922]