Табела SVMG123: Резултати на комбинирањето на трите SVM класификатори со гаусов кернел за првото, второто и третото 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%  
FS3 86.5123%   89.6003%   90.3557%   92.4087%   94.7840%   95.1454%   95.0107%  
- -   -   -   -   -   -   -  
vote 88.5193% 66 90.8280% 68 91.8682% 75 93.4608% 69 95.2648% 71 95.6945% 67 95.5308% 70
borda 89.1467% 55 91.3822% 53 92.3200% 60 93.8802% 59 95.4166% 64 95.8650% 56 95.7746% 56
bks 90.4137% 10 92.1256% 14 92.9339% 11 93.6603% 67 95.4149% 65 95.7047% 66 95.4626% 71
bksv 90.4273% 9 92.2586% 8 93.0549% 6 93.7796% 64 95.6007% 53 95.9111% 49 95.6399% 65
avg 89.6549% 32 91.7249% 36 92.7105% 28 94.1855% 15 95.7320% 28 96.0441% 16 96.0901% 8
prod 89.4758% 43 91.3276% 56 92.6269% 45 94.1411% 27 95.8394% 21 95.9707% 36 96.0168% 30
harm 89.4230% 46 91.1588% 63 92.5229% 57 94.0132% 47 95.7320% 28 95.8139% 58 95.9145% 48
cprod 88.1987% 70 90.9559% 66 92.5997% 49 93.9518% 53 95.8241% 23 96.0048% 24 95.8923% 50
maxmax 87.7724% 75 90.1562% 77 92.1444% 68 93.4250% 70 95.4831% 60 95.6911% 68 95.3330% 73
minmax 89.1058% 56 90.6780% 70 92.3047% 62 93.7558% 65 95.4933% 59 95.5871% 70 95.7320% 60
med 89.1024% 57 91.3958% 52 92.1717% 66 93.8103% 63 95.5223% 58 95.8735% 54 95.8309% 52
davg 89.6071% 35 91.7062% 39 92.6969% 29 94.1735% 19 95.6740% 39 95.9929% 27 96.0389% 19
demp 89.5168% 41 91.5459% 46 92.6116% 46 94.0542% 44 95.6246% 50 95.9827% 32 96.0475% 18
dempp1 89.4281% 45 91.8187% 26 92.7565% 22 94.1837% 16 95.8821% 9 95.9878% 29 96.0031% 35
dempp2 89.4434% 44 91.7215% 37 92.7787% 20 94.1735% 19 95.8446% 18 96.0713% 10 95.9912% 38
dempp3 88.6250% 63 91.4009% 51 92.7480% 23 94.1513% 25 95.8787% 11 96.1003% 5 96.0372% 22
dempp4 88.9472% 60 91.5970% 45 92.8452% 17 94.1667% 21 95.9179% 5 96.0748% 9 96.0986% 6
dempi1 89.6293% 33 91.9551% 19 92.8588% 16 94.3082% 6 95.9128% 6 96.0594% 14 96.0628% 13
dempi2 89.0871% 58 91.4180% 50 92.6031% 47 93.9911% 49 95.7559% 27 95.9008% 50 95.8105% 55
dempi3 85.2761% 77 90.3301% 73 92.3644% 59 93.9024% 57 95.8446% 18 95.9741% 35 95.8292% 53
dempi4 88.3385% 68 90.9849% 65 92.5383% 56 93.9075% 56 95.7320% 28 95.9383% 42 95.8343% 51
dempi5 87.7946% 74 90.6865% 69 92.3797% 58 93.8188% 62 95.7235% 31 95.8821% 52 95.7354% 58
dempc 88.4783% 67 91.4726% 49 92.5860% 50 94.2008% 13 95.9196% 4 95.9929% 27 96.0236% 29
dempmnk 89.3667% 50 91.6567% 42 92.7395% 25 94.1275% 28 95.8446% 18 96.0407% 19 95.9605% 43
dempch 88.8722% 61 91.4998% 47 92.6883% 30 94.0780% 36 95.8633% 15 96.0441% 16 96.0253% 28
dempcan 89.9158% 26 91.2202% 59 91.4794% 76 92.8759% 76 94.0593% 76 94.0797% 77 94.1957% 77
dempas 90.4137% 10 92.1427% 13 92.5519% 55 93.9894% 50 95.6434% 48 96.0918% 6 95.9264% 46
dempchi 89.4059% 47 91.8716% 24 92.7753% 21 94.1889% 14 95.8633% 15 95.9878% 29 96.0100% 33
dempchi2 89.5679% 38 91.8818% 22 92.9100% 12 94.2520% 9 95.8770% 12 96.0662% 11 96.0526% 15
dempbc 89.3769% 49 91.7778% 30 92.7463% 24 94.1667% 21 95.8616% 17 95.9588% 39 96.0014% 36
demphl 89.5730% 36 92.0029% 17 92.9100% 12 94.2468% 10 95.8650% 14 96.0475% 15 96.0782% 10
dempchr 90.4410% 8 92.2041% 10 92.6014% 48 94.0064% 48 95.6434% 48 96.0867% 7 95.9162% 47
dempchr2 89.6208% 34 92.0063% 16 92.9492% 9 94.2724% 8 95.8821% 9 96.0645% 12 96.0509% 16
dempjac 89.2542% 52 91.6516% 43 92.6593% 34 94.1224% 30 95.8173% 26 95.9639% 38 95.9656% 41
dempper 89.4895% 42 91.8801% 23 92.7821% 19 94.2247% 11 95.8770% 12 95.9946% 26 96.0151% 31
dempse 87.7434% 76 92.2262% 9 92.8878% 15 94.0235% 45 95.5291% 57 95.8292% 57 95.7661% 57
dempfr 90.6132% 6 92.3899% 6 92.9390% 10 94.0183% 46 95.4421% 62 95.7746% 60 95.7354% 58
dempm 89.5730% 36 91.1980% 61 92.1683% 67 93.4744% 68 95.4694% 61 95.7320% 65 95.5564% 69
dempmc 91.0241% 5 92.7224% 5 93.0413% 7 93.9126% 55 95.2443% 72 95.4319% 74 95.3586% 72
pprod 89.5611% 39 91.4743% 48 92.7173% 27 94.1531% 24 95.8360% 22 95.9861% 31 96.0492% 17
bayes 89.2542% 52 91.3668% 54 92.3098% 61 93.7506% 66 95.3450% 66 95.7764% 59 95.6911% 62
fi 89.0120% 59 91.2321% 58 92.2961% 63 93.8461% 60 95.5990% 54 95.9469% 40 95.8258% 54
fic 88.8364% 62 91.0088% 64 92.1444% 68 93.8206% 61 95.6144% 52 95.9707% 36 95.8991% 49
dtp1 90.1767% 16 91.7607% 32 92.5553% 51 94.0678% 40 95.6689% 40 95.9213% 44 96.0270% 23
dtp2 90.2414% 12 91.9142% 20 92.6559% 38 94.0712% 38 95.6655% 45 95.9827% 32 96.0389% 19
dtp3 90.0249% 23 91.9722% 18 92.8367% 18 94.2127% 12 95.6860% 37 96.0407% 19 96.0611% 14
dtp4 87.9276% 72 90.2210% 75 91.8716% 73 93.3414% 74 95.1301% 73 95.5462% 72 95.6263% 67
dti1 90.2227% 14 92.0694% 15 92.7378% 26 94.1036% 32 95.6843% 38 95.9963% 25 96.0270% 23
dti2 89.7981% 31 91.2083% 60 92.2143% 65 93.9791% 51 95.5530% 56 95.7610% 63 95.9639% 42
dti3 89.2269% 54 91.3651% 55 92.6491% 42 94.1565% 23 95.6962% 36 96.0441% 16 96.0952% 7
dti4 88.0742% 71 90.3131% 74 92.1359% 70 93.3874% 72 95.3330% 67 95.5854% 71 95.3057% 74
dti5 88.5568% 65 90.5552% 71 91.9688% 71 93.3874% 72 95.2836% 70 95.7644% 62 95.6655% 63
dtc 88.5721% 64 90.5450% 72 91.9517% 72 93.3943% 71 95.2887% 69 95.7712% 61 95.6655% 63
dte 89.8135% 30 91.7846% 29 92.6815% 32 94.0968% 34 95.6979% 35 96.0134% 23 96.0867% 9
dtmnk 90.2414% 12 91.9142% 20 92.6559% 38 94.0712% 38 95.6655% 45 95.9827% 32 96.0389% 19
dtch 87.9276% 72 90.2210% 75 91.8716% 73 93.3414% 74 95.1301% 73 95.5462% 72 95.6263% 67
dtcan 89.3838% 48 90.8604% 67 91.1793% 77 92.5843% 77 93.7779% 77 94.1172% 76 94.2792% 76
dtas 89.8237% 28 91.7028% 40 92.6593% 34 94.1752% 17 95.7235% 31 96.0151% 21 96.0730% 11
dtchi 90.0334% 22 91.7931% 28 92.6491% 42 94.1479% 26 95.6689% 40 95.8923% 51 95.9861% 39
dtchi2 90.0471% 21 91.8426% 25 92.6832% 31 94.1224% 30 95.6553% 47 95.9145% 48 96.0100% 33
dtbc 90.1767% 16 91.7607% 32 92.5553% 51 94.0678% 40 95.6689% 40 95.9213% 44 96.0270% 23
dthl 89.9294% 25 91.7164% 38 92.6321% 44 94.1258% 29 95.6212% 51 95.8770% 53 95.9503% 44
dtchr 89.8237% 28 91.7028% 40 92.6593% 34 94.1752% 17 95.7235% 31 96.0151% 21 96.0730% 11
dtchr2 89.9499% 24 91.7624% 31 92.6781% 33 94.1002% 33 95.5956% 55 95.8701% 55 95.9435% 45
dtjac 90.1767% 16 91.7607% 32 92.5553% 51 94.0678% 40 95.6689% 40 95.9213% 44 96.0270% 23
dtper 90.1767% 16 91.7607% 32 92.5553% 51 94.0678% 40 95.6689% 40 95.9213% 44 96.0270% 23
dtse 90.0795% 20 91.8187% 26 92.6559% 38 93.9263% 54 95.3023% 68 95.5888% 69 95.6348% 66
dtfr 90.5774% 7 92.3661% 7 92.9066% 14 93.9791% 51 95.4183% 63 95.7423% 64 95.7081% 61
dtm 91.6363% 4 92.8657% 4 93.2374% 4 94.3474% 5 95.8207% 25 95.9469% 40 95.9793% 40
dtmc 91.7676% 2 93.0208% 2 93.4744% 2 93.8956% 58 94.6066% 75 95.1386% 75 94.7771% 75
epw 88.3317% 69 91.1776% 62 92.6525% 41 94.0968% 34 95.8889% 7 96.0628% 13 95.9980% 37
gc 89.2644% 51 91.2526% 57 92.2672% 64 94.0746% 37 95.7064% 34 96.1157% 4 96.2163% 4
mgc 89.5560% 40 91.6175% 44 92.6593% 34 94.2826% 7 95.8889% 7 96.0782% 8 96.1583% 5
ogc 89.8356% 27 92.1717% 12 93.0106% 8 94.4156% 4 96.0526% 3 96.3851% 2 96.2470% 3
omgc 90.1818% 15 92.1785% 11 93.1487% 5 94.6527% 2 96.0628% 2 96.3612% 3 96.3152% 2
mlr 91.6993% 3 92.9032% 3 93.3499% 3 94.4208% 3 95.8241% 23 95.9298% 43 96.0117% 32
svmcmb 96.5522% 1 96.5982% 1 96.5692% 1 96.6119% 1 97.0637% 1 97.1831% 1 97.2019% 1
joinedin 90.1323%   92.1035%   92.8009%   94.3798%   96.1413%   96.4431%   96.2521%  
oracle 94.3491%   95.4268%   95.9128%   96.8642%   97.7833%   98.1073%   98.0527%  
cdc 0.4633   0.4599   0.6104   0.5749   0.6359   0.6759   0.6831