Табела SVMG12: Резултати на комбинирањето на двата SVM класификатори со гаусов кернел за првото и второто множество 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%  
- -   -   -   -   -   -   -  
- -   -   -   -   -   -   -  
vote 86.2071% 75 87.9992% 77 89.9618% 75 91.5118% 75 93.4284% 74 94.0934% 74 93.9126% 74
borda 87.2694% 70 89.5679% 68 91.4078% 71 92.7241% 68 94.3901% 70 94.9084% 69 94.7004% 69
bks 88.7597% 31 91.0054% 12 92.2552% 14 93.2817% 45 94.6083% 65 95.2938% 40 95.0517% 54
bksv 88.7614% 30 91.0054% 12 92.2586% 13 93.2817% 45 94.6083% 65 95.3040% 37 95.0534% 53
avg 88.5602% 42 90.7104% 33 92.1734% 21 93.5580% 14 95.1165% 19 95.4967% 6 95.4524% 14
prod 88.4340% 49 89.8322% 63 91.9671% 48 93.3909% 37 95.1148% 23 95.2188% 55 95.0824% 49
harm 88.4289% 50 89.6174% 67 91.9108% 52 93.2527% 50 94.9732% 47 95.0841% 64 94.9971% 59
cprod 87.3632% 69 89.6464% 66 91.8579% 55 93.0754% 57 95.0704% 29 95.2273% 53 94.8982% 62
maxmax 86.1934% 76 89.0717% 74 91.4112% 70 92.5553% 71 94.8010% 57 95.0244% 66 94.4497% 70
minmax 88.2550% 55 89.2525% 70 91.6175% 63 93.0635% 58 94.6765% 63 94.9016% 70 94.8249% 63
med 88.5602% 42 90.7104% 33 92.1734% 21 93.5580% 14 95.1165% 19 95.4967% 6 95.4524% 14
davg 88.5193% 44 90.6507% 36 92.1768% 20 93.5852% 8 95.0875% 28 95.4899% 10 95.4660% 10
demp 88.4851% 47 90.7803% 28 92.1256% 31 93.5290% 20 95.1182% 17 95.5121% 4 95.5155% 4
dempp1 88.9285% 25 90.5961% 38 92.2109% 17 93.4164% 35 95.1165% 19 95.2495% 52 95.1045% 44
dempp2 88.6795% 35 90.5245% 40 92.2194% 16 93.4522% 31 95.1284% 15 95.3279% 30 95.1949% 32
dempp3 88.1407% 57 90.0914% 53 92.1700% 25 93.4880% 29 95.1472% 10 95.4012% 20 95.2375% 28
dempp4 88.3965% 51 90.1988% 49 92.3064% 9 93.4130% 36 95.1778% 4 95.3160% 34 95.1472% 41
dempi1 89.0666% 14 90.7871% 27 92.3234% 7 93.6432% 4 95.1540% 8 95.3398% 29 95.3211% 25
dempi2 88.2618% 54 90.1749% 50 91.9568% 49 93.1095% 54 95.0244% 45 95.1182% 60 94.7413% 66
dempi3 86.0775% 77 88.6147% 76 91.6857% 60 93.0174% 59 95.1454% 12 95.1796% 57 94.7669% 65
dempi4 87.4979% 67 89.6856% 65 91.7931% 57 92.9322% 60 94.8675% 54 95.0875% 63 94.7140% 68
dempi5 86.9522% 73 89.3974% 69 91.5732% 65 92.9185% 61 94.8914% 53 95.1062% 61 94.7192% 67
dempc 88.4579% 48 89.9874% 57 91.9807% 47 93.3687% 39 95.1744% 5 95.2580% 49 95.0960% 46
dempmnk 88.6454% 37 90.4989% 41 92.2024% 18 93.4403% 33 95.1199% 16 95.2972% 38 95.1489% 39
dempch 88.3880% 52 90.1119% 52 92.1734% 21 93.3789% 38 95.1165% 19 95.2665% 45 95.1045% 44
dempcan 87.7724% 64 89.2098% 71 89.4537% 76 90.1391% 77 91.4009% 76 92.6014% 77 91.6670% 77
dempas 88.7068% 34 90.3165% 46 90.9508% 73 92.6559% 70 94.4122% 68 95.3194% 32 95.1591% 37
dempchi 89.1161% 13 90.7547% 30 92.3013% 10 93.5153% 23 95.1352% 14 95.2512% 51 95.1420% 42
dempchi2 88.9643% 18 90.7752% 29 92.3712% 5 93.5750% 10 95.1608% 7 95.3552% 26 95.2324% 30
dempbc 88.9455% 20 90.5791% 39 92.1717% 24 93.4352% 34 95.1182% 17 95.2563% 50 95.0892% 48
demphl 89.2354% 8 90.9406% 17 92.4087% 3 93.5801% 9 95.1472% 10 95.3177% 33 95.2085% 31
dempchr 88.7460% 33 90.3847% 44 91.0872% 72 92.7020% 69 94.3969% 69 95.3279% 30 95.1489% 39
dempchr2 89.1399% 12 90.8775% 25 92.4445% 2 93.6159% 5 95.1523% 9 95.3535% 27 95.2375% 28
dempjac 88.7529% 32 90.4938% 42 92.1376% 29 93.3602% 40 95.0704% 29 95.2273% 53 95.0363% 56
dempper 88.9558% 19 90.6217% 37 92.2007% 19 93.4471% 32 95.1386% 13 95.2597% 46 95.0960% 46
dempse 89.5134% 6 91.3020% 6 92.3098% 8 93.2834% 43 94.7447% 59 95.1574% 58 95.0755% 50
dempfr 89.6481% 4 91.4487% 3 92.3950% 4 93.3056% 41 94.7140% 60 95.1540% 59 95.0414% 55
dempm 87.8031% 63 88.8824% 75 90.8110% 74 92.2569% 74 94.1207% 72 94.3406% 73 94.2656% 73
dempmc 89.8629% 3 91.5493% 2 92.0523% 41 92.8026% 66 94.0968% 73 94.4804% 72 94.3202% 71
pprod 88.5960% 41 90.0419% 54 92.1052% 36 93.4863% 30 95.1079% 24 95.2597% 46 95.1864% 33
bayes 88.6659% 36 90.2960% 47 91.7539% 59 92.8998% 64 94.3645% 71 95.2000% 56 94.7805% 64
fi 88.1015% 59 90.3574% 45 91.7641% 58 93.2681% 48 94.9971% 46 95.3415% 28 95.1796% 34
fic 87.9105% 61 89.8663% 62 91.5800% 64 93.1862% 53 94.9459% 50 95.2853% 42 95.0619% 52
dtp1 88.9387% 21 90.9099% 19 92.0796% 37 93.4915% 25 95.0363% 40 95.3773% 21 95.4029% 20
dtp2 89.0206% 15 91.0804% 8 92.1444% 26 93.5273% 21 95.0551% 33 95.4404% 13 95.4251% 18
dtp3 88.9865% 17 91.0684% 10 92.2893% 12 93.5733% 11 95.0397% 39 95.5052% 5 95.4575% 12
dtp4 87.2080% 71 89.8714% 60 91.6311% 61 93.1044% 55 94.9204% 51 95.3126% 35 95.3074% 26
dti1 89.1808% 9 91.2782% 7 92.2416% 15 93.5545% 16 95.0585% 31 95.4387% 16 95.4473% 16
dti2 88.1646% 56 90.2551% 48 91.5732% 65 93.2613% 49 94.9596% 49 95.3654% 25 95.3739% 24
dti3 88.1220% 58 90.1170% 51 92.0182% 43 93.5017% 24 95.0466% 38 95.4711% 12 95.5018% 7
dti4 86.5311% 74 89.0990% 72 91.4146% 69 92.3933% 73 94.5793% 67 94.7959% 71 94.2912% 72
dti5 87.6769% 66 89.9328% 59 91.5288% 67 92.9032% 63 94.8164% 56 95.2750% 44 95.1608% 35
dtc 87.6991% 65 89.9362% 58 91.5220% 68 92.9185% 61 94.8232% 55 95.2819% 43 95.1608% 35
dte 88.5994% 40 90.8536% 26 92.1393% 28 93.5511% 17 95.0994% 25 95.4848% 11 95.4967% 8
dtmnk 89.0206% 15 91.0804% 8 92.1444% 26 93.5273% 21 95.0551% 33 95.4404% 13 95.4251% 18
dtch 87.2080% 71 89.8714% 60 91.6311% 61 93.1044% 55 94.9204% 51 95.3126% 35 95.3074% 26
dtcan 87.4177% 68 89.0939% 73 89.3497% 77 90.1681% 76 91.3890% 77 92.7395% 76 92.0233% 76
dtas 88.6062% 38 90.7257% 31 92.1222% 32 93.5904% 6 95.0943% 26 95.4916% 8 95.5104% 5
dtchi 88.7784% 28 90.8894% 23 92.0455% 42 93.5511% 17 95.0585% 31 95.4132% 18 95.4421% 17
dtchi2 88.8381% 26 90.9815% 16 92.1103% 34 93.5733% 11 95.0500% 37 95.4404% 13 95.4575% 12
dtbc 88.9387% 21 90.9099% 19 92.0796% 37 93.4915% 25 95.0363% 40 95.3773% 21 95.4029% 20
dthl 88.7648% 29 90.8809% 24 91.9943% 46 93.5392% 19 95.0517% 36 95.4080% 19 95.4626% 11
dtchr 88.6062% 38 90.7257% 31 92.1222% 32 93.5904% 6 95.0943% 26 95.4916% 8 95.5104% 5
dtchr2 88.8006% 27 90.9320% 18 92.1086% 35 93.5614% 13 95.0346% 44 95.4149% 17 95.4780% 9
dtjac 88.9387% 21 90.9099% 19 92.0796% 37 93.4915% 25 95.0363% 40 95.3773% 21 95.4029% 20
dtper 88.9387% 21 90.9099% 19 92.0796% 37 93.4915% 25 95.0363% 40 95.3773% 21 95.4029% 20
dtse 89.1740% 10 90.9968% 15 91.9551% 50 93.2101% 52 94.6424% 64 95.0176% 67 94.9732% 61
dtfr 89.6464% 5 91.4061% 4 92.3490% 6 93.2766% 47 94.6987% 62 95.0977% 62 95.0176% 58
dtm 89.1604% 11 90.4802% 43 91.9040% 53 92.7872% 67 94.7089% 61 94.9886% 68 94.9937% 60
dtmc 89.9703% 2 91.3788% 5 92.1290% 30 92.4957% 72 93.4062% 75 93.9058% 75 93.7182% 75
epw 87.8747% 62 89.7964% 64 91.9960% 45 93.3056% 41 95.1744% 5 95.2972% 38 95.0312% 57
gc 87.9514% 60 90.0078% 55 91.9244% 51 93.2169% 51 95.0551% 33 95.2904% 41 95.1506% 38
mgc 88.2891% 53 89.9891% 56 91.8920% 54 93.2834% 43 94.9681% 48 95.2597% 46 95.1165% 43
ogc 88.4988% 45 91.0019% 14 92.2910% 11 93.8632% 2 95.3108% 2 95.6723% 2 95.5410% 2
omgc 88.4869% 46 91.0258% 11 92.0148% 44 93.7711% 3 95.2461% 3 95.5155% 3 95.5240% 3
mlr 89.3906% 7 90.6831% 35 91.8272% 56 92.8435% 65 94.7720% 58 95.0619% 65 95.0704% 51
svmcmb 95.7559% 1 95.8957% 1 95.7883% 1 95.9844% 1 96.5778% 1 96.6562% 1 96.4925% 1
joinedin 89.2866%   91.4947%   92.9560%   94.1121%   95.6655%   95.8889%   95.8446%  
oracle 91.9960%   93.5699%   94.4208%   95.5956%   96.7585%   97.1081%   96.9921%  
cdc 0.9016   0.9047   0.9314   0.9302   0.9405   0.9434   0.9408