Табела SVMG1234: Резултати на комбинирањето на четирите SVM класификатори со гаусов кернел за сите четири множества обележја
  1000 R 2000 R 5000 R 10000 R 30000 R сите R без.опт R
FS1 84.7969%   86.1576%   88.5107%   89.7998%   91.9824%   92.7719%   92.6986%  
FS2 87.3853%   89.9857%   91.5476%   93.1931%   94.8829%   95.3398%   95.0534%  
FS3 86.5123%   89.6003%   90.3557%   92.4087%   94.7840%   95.1454%   95.0107%  
FS4 89.9226%   91.5203%   92.4240%   94.1002%   95.7133%   96.1003%   96.0765%  
vote 90.2704% 67 92.2552% 68 93.0055% 71 94.3730% 68 96.0509% 67 96.3220% 64 96.2487% 65
borda 90.8894% 54 92.7310% 54 93.5597% 60 94.8470% 58 96.2811% 49 96.6221% 40 96.5266% 42
bks 91.3208% 36 92.5417% 61 93.2203% 68 94.0371% 72 95.3961% 75 95.7150% 75 95.6843% 74
bksv 92.1444% 7 93.5170% 12 94.1803% 6 95.0142% 31 96.2691% 52 96.5181% 53 96.5027% 46
avg 91.3106% 38 93.0123% 34 93.7302% 36 95.0278% 26 96.3800% 34 96.6630% 31 96.5539% 37
prod 90.9354% 51 92.6116% 59 93.7677% 25 95.0892% 21 96.5420% 22 96.7091% 26 96.7994% 11
harm 90.8041% 56 92.3609% 67 93.5648% 58 94.9903% 43 96.4397% 31 96.6085% 45 96.7329% 22
cprod 90.0249% 69 92.3797% 65 93.6449% 54 94.8931% 56 96.4465% 30 96.6869% 28 96.6357% 29
maxmax 89.2627% 76 91.5783% 75 93.1129% 70 94.2485% 71 96.0799% 65 96.2657% 65 96.0065% 68
minmax 90.4086% 63 91.8085% 70 93.2442% 67 94.6561% 67 96.2095% 63 96.3561% 63 96.4993% 47
med 91.0173% 48 92.8708% 46 93.6108% 56 95.0244% 27 96.4107% 32 96.6698% 29 96.5692% 34
davg 91.3327% 35 92.9322% 41 93.7268% 37 94.9954% 42 96.3101% 41 96.6204% 41 96.4891% 50
demp 91.3447% 34 92.8469% 47 93.6569% 52 94.8897% 57 96.2436% 58 96.6102% 44 96.4499% 58
dempp1 91.1349% 45 93.0328% 33 93.7711% 24 95.1148% 17 96.5573% 15 96.7329% 22 96.7346% 21
dempp2 90.9985% 50 92.9680% 39 93.7592% 29 95.1011% 20 96.5573% 15 96.7381% 20 96.7261% 24
dempp3 90.3148% 65 92.6559% 55 93.7234% 41 95.0483% 24 96.5727% 13 96.7415% 18 96.7329% 22
dempp4 90.9167% 53 92.9356% 40 93.9109% 17 95.1318% 15 96.6187% 8 96.8097% 10 96.8438% 7
dempi1 91.3089% 39 93.1931% 19 93.8547% 20 95.2409% 9 96.5829% 11 96.7687% 14 96.7619% 17
dempi2 90.7308% 59 92.7497% 52 93.6381% 55 94.9596% 50 96.4840% 29 96.6375% 34 96.6306% 31
dempi3 88.0742% 77 91.8034% 71 93.4147% 63 94.8436% 59 96.5232% 26 96.6511% 33 96.6323% 30
dempi4 90.2994% 66 92.3746% 66 93.5835% 57 94.8334% 60 96.3578% 36 96.6136% 43 96.5829% 32
dempi5 89.7930% 72 92.1376% 69 93.4181% 62 94.7396% 64 96.3442% 37 96.5931% 48 96.5334% 41
dempc 90.3455% 64 92.7514% 51 93.7592% 29 95.1199% 16 96.5710% 14 96.7312% 23 96.8097% 9
dempmnk 91.0173% 48 92.9288% 43 93.7472% 33 95.0568% 23 96.5062% 27 96.7227% 24 96.7108% 26
dempch 90.7752% 57 92.7770% 50 93.7626% 28 95.0397% 25 96.5471% 20 96.7585% 15 96.7739% 16
dempcan 91.7062% 23 92.8060% 48 93.0004% 72 94.2844% 69 94.8846% 76 94.7720% 77 94.9391% 77
dempas 92.1222% 10 93.5563% 10 93.9365% 14 95.2222% 10 96.5403% 23 96.9427% 5 96.8557% 6
dempchi 91.2219% 43 93.0976% 25 93.8751% 19 95.1847% 13 96.5368% 24 96.7466% 16 96.7466% 18
dempchi2 91.2407% 42 93.1351% 23 93.9382% 13 95.1983% 12 96.5965% 9 96.7858% 13 96.7773% 15
dempbc 91.0736% 47 93.0055% 35 93.7558% 31 95.1079% 18 96.5488% 18 96.7210% 25 96.7415% 19
demphl 91.4487% 32 93.2476% 15 93.9587% 10 95.2631% 7 96.5761% 12 96.7892% 12 96.7909% 12
dempchr 92.1734% 6 93.6841% 7 93.9706% 9 95.2205% 11 96.5300% 25 96.9273% 7 96.8216% 8
dempchr2 91.4692% 31 93.2289% 18 93.9894% 7 95.2529% 8 96.5948% 10 96.7960% 11 96.7824% 13
dempjac 90.9337% 52 92.8998% 45 93.7199% 43 95.0602% 22 96.4874% 28 96.7074% 27 96.7074% 27
dempper 91.1622% 44 93.0549% 30 93.7847% 23 95.1642% 14 96.5539% 17 96.7398% 19 96.7364% 20
dempse 90.7445% 58 93.5545% 11 93.9024% 18 94.9800% 45 96.2947% 48 96.5539% 49 96.4976% 48
dempfr 92.1359% 9 93.6910% 6 93.9365% 14 94.9477% 52 96.2436% 58 96.4874% 55 96.4465% 59
dempm 91.2441% 41 92.6440% 57 93.4778% 61 94.6834% 66 96.3834% 33 96.6187% 42 96.5181% 43
dempmc 92.3746% 5 93.9194% 5 93.9894% 7 94.9425% 53 96.0645% 66 96.2419% 66 96.2350% 66
pprod 91.0753% 46 92.7395% 53 93.8035% 21 95.1045% 19 96.5437% 21 96.7346% 21 96.8029% 10
bayes 91.7795% 19 93.2374% 17 93.9126% 16 95.0142% 31 96.3220% 38 96.6630% 31 96.5658% 35
fi 90.6763% 60 92.6201% 58 93.4011% 64 94.7840% 63 96.2708% 50 96.5454% 50 96.4567% 56
fic 90.5722% 62 92.4684% 64 93.2868% 66 94.7379% 65 96.2981% 47 96.5300% 51 96.4703% 55
dtp1 91.8102% 15 93.0601% 26 93.6841% 47 95.0005% 37 96.2674% 53 96.4755% 56 96.4721% 51
dtp2 91.8630% 13 93.1811% 20 93.7438% 34 94.9664% 47 96.3067% 45 96.6051% 46 96.5386% 39
dtp3 91.6550% 25 93.2613% 14 93.8035% 21 95.0176% 30 96.3220% 38 96.6340% 35 96.5590% 36
dtp4 89.5679% 74 91.1332% 76 92.6576% 76 93.8973% 76 95.5018% 73 95.8514% 73 95.6962% 72
dti1 91.9671% 11 93.3414% 13 93.7523% 32 95.0227% 28 96.3101% 41 96.6340% 35 96.5505% 38
dti2 91.3157% 37 92.4888% 63 93.3465% 65 94.9135% 54 96.0816% 64 96.2026% 67 96.3356% 64
dti3 90.6763% 60 92.6508% 56 93.6569% 52 94.9545% 51 96.3663% 35 96.6238% 39 96.5778% 33
dti4 89.6088% 73 91.7931% 72 93.1845% 69 94.2502% 70 95.9724% 69 96.1702% 68 95.9673% 69
dti5 89.8612% 71 91.6891% 73 92.8503% 73 93.9962% 74 95.7542% 71 96.1106% 71 95.9162% 71
dtc 89.9055% 70 91.6891% 73 92.8282% 74 94.0081% 73 95.7627% 70 96.1191% 70 95.9213% 70
dte 91.6107% 27 93.0549% 30 93.7251% 40 95.0056% 34 96.3152% 40 96.6647% 30 96.4942% 49
dtmnk 91.8630% 13 93.1811% 20 93.7438% 34 94.9664% 47 96.3067% 45 96.6051% 46 96.5386% 39
dtch 89.5679% 74 91.1332% 76 92.6576% 76 93.8973% 76 95.5018% 73 95.8514% 73 95.6962% 72
dtcan 91.3805% 33 92.5025% 62 92.7617% 75 93.9859% 75 94.7703% 77 94.8726% 76 95.0738% 76
dtas 91.5476% 29 92.9782% 37 93.7660% 26 95.0039% 35 96.3084% 43 96.6323% 37 96.5147% 44
dtchi 91.7266% 22 93.0498% 32 93.7012% 45 95.0227% 28 96.2657% 57 96.4976% 54 96.4362% 61
dtchi2 91.7386% 21 93.1061% 24 93.7268% 37 95.0124% 33 96.2708% 50 96.5198% 52 96.4533% 57
dtbc 91.8102% 15 93.0601% 26 93.6841% 47 95.0005% 37 96.2674% 53 96.4755% 56 96.4721% 51
dthl 91.6090% 28 92.9305% 42 93.7097% 44 94.9886% 44 96.2316% 60 96.4482% 62 96.4073% 63
dtchr 91.5476% 29 92.9782% 37 93.7660% 26 95.0039% 35 96.3084% 43 96.6323% 37 96.5147% 44
dtchr2 91.6533% 26 92.9816% 36 93.7268% 37 94.9783% 46 96.2248% 62 96.4755% 56 96.4141% 62
dtjac 91.8102% 15 93.0601% 26 93.6841% 47 95.0005% 37 96.2674% 53 96.4755% 56 96.4721% 51
dtper 91.8102% 15 93.0601% 26 93.6841% 47 95.0005% 37 96.2674% 53 96.4755% 56 96.4721% 51
dtse 91.7744% 20 93.1709% 22 93.6927% 46 94.7925% 62 96.0304% 68 96.1600% 69 96.1225% 67
dtfr 92.1427% 8 93.6790% 8 93.9587% 10 94.9067% 55 96.2265% 61 96.4755% 56 96.4379% 60
dtm 93.8325% 2 94.4770% 2 94.6612% 3 95.7661% 2 96.7432% 4 96.9324% 6 96.9717% 3
dtmc 93.5256% 4 94.2332% 4 94.4907% 4 94.9630% 49 95.5359% 72 95.9571% 72 95.6604% 75
epw 90.1767% 68 92.5894% 60 93.6807% 51 94.9971% 41 96.5488% 18 96.7432% 17 96.7159% 25
gc 90.8706% 55 92.9185% 44 93.7234% 41 95.2836% 6 96.6255% 7 96.8557% 9 96.6596% 28
mgc 91.6721% 24 93.2442% 16 93.9501% 12 95.4370% 5 96.6375% 6 96.9069% 8 96.7824% 13
ogc 91.9159% 12 93.5614% 9 94.1906% 5 95.5393% 4 96.8216% 2 97.0433% 2 96.8898% 5
omgc 91.2986% 40 92.8009% 49 93.5648% 58 94.8181% 61 96.6954% 5 97.0058% 3 96.9137% 4
mlr 93.7711% 3 94.4395% 3 94.6697% 2 95.7457% 3 96.7585% 3 96.9461% 4 96.9768% 2
svmcmb 97.4099% 1 97.3638% 1 97.3690% 1 97.4764% 1 97.7799% 1 97.8225% 1 97.7731% 1
joinedin 92.8554%   94.1019%   94.3611%   95.8446%   97.1473%   97.2735%   96.3834%  
oracle 96.2384%   96.8779%   97.1439%   97.8788%   98.4722%   98.6990%   98.6495%  
cdc 0.668   0.6283   0.6768   0.7011   0.7361   0.767   0.7766