Табела SVMG124: Резултати на комбинирањето на трите SVM класификатори со гаусов кернел за првото, второто и четвртото 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%  
- -   -   -   -   -   -   -  
FS4 89.9226%   91.5203%   92.4240%   94.1002%   95.7133%   96.1003%   96.0765%  
vote 89.9226% 62 91.8443% 63 92.9219% 70 94.3133% 69 95.8053% 68 96.2078% 64 96.0901% 65
borda 90.4171% 45 92.2365% 50 93.4437% 55 94.6544% 54 96.0304% 57 96.4004% 41 96.3254% 31
bks 91.7198% 7 93.0413% 14 93.8137% 10 94.6731% 51 95.8735% 64 96.1447% 66 96.0236% 66
bksv 91.8324% 6 93.1948% 10 93.9450% 5 94.7754% 42 96.0100% 60 96.3135% 57 96.1890% 58
avg 90.8843% 29 92.6611% 31 93.5665% 36 94.8215% 26 96.1583% 32 96.4482% 34 96.2964% 38
prod 90.3949% 46 91.9534% 61 93.5972% 31 94.9289% 17 96.3169% 14 96.5232% 25 96.5761% 15
harm 90.3301% 49 91.7079% 68 93.4812% 53 94.7874% 34 96.2095% 29 96.4226% 38 96.5249% 23
cprod 89.1450% 71 91.7914% 65 93.4250% 57 94.5538% 61 96.2333% 27 96.4669% 29 96.2947% 39
maxmax 88.4903% 75 91.0736% 74 92.8861% 71 93.8836% 70 95.8343% 66 95.9997% 68 95.6621% 70
minmax 90.1374% 57 91.2543% 72 93.1283% 67 94.4566% 63 95.8514% 65 96.2112% 63 96.3356% 29
med 90.3932% 47 92.2552% 48 93.3244% 59 94.6356% 56 96.1430% 33 96.4567% 32 96.3714% 27
davg 90.8655% 31 92.6287% 33 93.5733% 34 94.7481% 48 96.0850% 43 96.3885% 42 96.2026% 56
demp 90.8809% 30 92.5673% 39 93.4898% 52 94.6424% 55 96.0833% 44 96.3868% 43 96.1413% 62
dempp1 90.2500% 54 92.5860% 38 93.6637% 23 94.9221% 18 96.2998% 17 96.5948% 15 96.5607% 17
dempp2 90.2926% 51 92.5110% 41 93.6807% 21 94.8999% 20 96.2947% 19 96.6016% 14 96.5505% 20
dempp3 89.4059% 67 92.0455% 60 93.5989% 30 94.8573% 23 96.3049% 16 96.6477% 9 96.5403% 22
dempp4 90.0931% 59 92.4206% 45 93.8120% 11 94.9579% 12 96.3868% 6 96.6954% 5 96.6647% 5
dempi1 90.4972% 43 92.7634% 26 93.7626% 14 95.0380% 6 96.3476% 7 96.6340% 10 96.6255% 8
dempi2 89.8271% 63 92.2348% 51 93.4915% 51 94.7038% 49 96.2146% 28 96.4448% 36 96.3356% 29
dempi3 86.6538% 77 91.0719% 75 93.2527% 63 94.5435% 62 96.2384% 25 96.4277% 37 96.2862% 41
dempi4 89.4690% 66 91.7880% 66 93.3107% 60 94.4515% 65 96.0935% 42 96.3356% 53 96.2026% 56
dempi5 88.9370% 73 91.4964% 69 93.1538% 66 94.3645% 67 96.0628% 47 96.2708% 60 96.1583% 60
dempc 89.3190% 68 92.1018% 55 93.5972% 31 94.9374% 16 96.3442% 10 96.5812% 18 96.6085% 10
dempmnk 90.2926% 51 92.4684% 44 93.6330% 27 94.8726% 22 96.2538% 23 96.5727% 19 96.5437% 21
dempch 89.9840% 61 92.2450% 49 93.6978% 19 94.8846% 21 96.2998% 17 96.5880% 16 96.5812% 14
dempcan 90.8212% 34 92.1751% 52 92.6150% 74 93.8154% 72 94.3679% 76 94.4378% 77 94.2093% 77
dempas 91.4180% 13 93.1283% 11 93.6654% 22 94.9425% 14 96.2623% 22 96.7210% 3 96.6579% 7
dempchi 90.5416% 40 92.6321% 32 93.7472% 16 94.9391% 15 96.3067% 15 96.5675% 20 96.5556% 19
dempchi2 90.5040% 42 92.7173% 29 93.8444% 8 94.9835% 9 96.3288% 12 96.6119% 13 96.5863% 13
dempbc 90.2261% 55 92.5212% 40 93.6262% 28 94.9135% 19 96.2947% 19 96.5556% 22 96.5624% 16
demphl 90.8417% 33 92.8094% 20 93.8853% 7 95.0227% 7 96.3459% 9 96.6153% 12 96.5914% 12
dempchr 91.4419% 12 93.2425% 8 93.7063% 17 94.9647% 11 96.2350% 26 96.7142% 4 96.6596% 6
dempchr2 90.8536% 32 92.7975% 21 93.9160% 6 95.0124% 8 96.3476% 7 96.6272% 11 96.6068% 11
dempjac 90.2039% 56 92.4189% 46 93.5665% 36 94.8368% 24 96.2453% 24 96.5505% 24 96.5198% 24
dempper 90.2738% 53 92.5928% 36 93.6824% 20 94.9459% 13 96.3271% 13 96.5846% 17 96.5590% 18
dempse 87.1364% 76 93.2033% 9 93.7575% 15 94.7499% 47 96.1003% 40 96.3783% 45 96.3015% 34
dempfr 91.6840% 8 93.3465% 6 93.7899% 12 94.7874% 34 96.0424% 56 96.3373% 52 96.2606% 43
dempm 90.4495% 44 91.7658% 67 93.2749% 61 94.4566% 63 95.9946% 61 96.2845% 58 96.3015% 34
dempmc 91.8682% 5 93.3806% 4 93.6449% 26 94.5640% 59 95.8122% 67 95.9332% 69 95.9008% 67
pprod 90.5552% 38 92.1631% 53 93.7029% 18 94.9681% 10 96.3391% 11 96.5522% 23 96.6153% 9
bayes 90.7428% 35 92.4769% 43 93.4676% 54 94.6663% 53 95.9469% 63 96.3322% 54 96.2606% 43
fi 90.3557% 48 92.2569% 47 93.2323% 64 94.5555% 60 96.0526% 54 96.3425% 51 96.2521% 45
fic 90.1357% 58 92.0949% 56 93.0703% 68 94.3986% 66 96.0645% 45 96.2657% 61 96.1839% 59
dtp1 91.2901% 18 92.7753% 22 93.5017% 46 94.7942% 28 96.0543% 50 96.3527% 47 96.2487% 46
dtp2 91.4180% 13 92.9492% 15 93.5597% 41 94.7823% 38 96.1293% 36 96.4652% 30 96.3015% 34
dtp3 91.3003% 17 92.9151% 17 93.6569% 24 94.7823% 38 96.1310% 35 96.4567% 32 96.3084% 33
dtp4 89.1928% 69 91.0224% 76 92.6133% 75 93.7830% 75 95.3978% 73 95.7167% 73 95.4711% 73
dti1 91.5425% 10 93.0993% 12 93.6159% 29 94.7891% 32 96.1702% 31 96.4789% 28 96.3254% 31
dti2 90.5961% 37 92.1205% 54 93.1896% 65 94.6782% 50 95.9537% 62 96.1737% 65 96.1498% 61
dti3 90.3199% 50 92.0711% 57 93.3482% 58 94.6697% 52 96.0645% 45 96.3868% 43 96.2947% 39
dti4 88.8364% 74 91.2458% 73 92.9577% 69 93.8529% 71 95.7303% 70 95.8872% 72 95.5803% 72
dti5 89.4724% 65 91.3771% 71 92.7071% 72 93.7864% 74 95.5581% 72 95.9094% 71 95.6621% 70
dtc 89.5202% 64 91.3907% 70 92.6934% 73 93.8086% 73 95.5632% 71 95.9179% 70 95.6672% 69
dte 91.0343% 26 92.7565% 28 93.5716% 35 94.7584% 45 96.1344% 34 96.4482% 34 96.2453% 50
dtmnk 91.4180% 13 92.9492% 15 93.5597% 41 94.7823% 38 96.1293% 36 96.4652% 30 96.3015% 34
dtch 89.1928% 69 91.0224% 76 92.6133% 75 93.7830% 75 95.3978% 73 95.7167% 73 95.4711% 73
dtcan 90.5194% 41 91.8409% 64 92.2808% 77 93.4045% 77 94.2434% 77 94.5469% 76 94.3628% 76
dtas 91.0122% 27 92.6082% 34 93.5631% 38 94.7857% 36 96.1157% 38 96.4056% 39 96.2367% 51
dtchi 91.1980% 23 92.7617% 27 93.5631% 38 94.8266% 25 96.0594% 49 96.3169% 56 96.2078% 55
dtchi2 91.2270% 22 92.8213% 19 93.5887% 33 94.8164% 27 96.0628% 47 96.3646% 46 96.2214% 54
dtbc 91.2901% 18 92.7753% 22 93.5017% 46 94.7942% 28 96.0543% 50 96.3527% 47 96.2487% 46
dthl 91.0855% 25 92.5894% 37 93.5494% 43 94.7703% 43 96.0151% 58 96.2436% 62 96.1089% 64
dtchr 91.0122% 27 92.6082% 34 93.5631% 38 94.7857% 36 96.1157% 38 96.4056% 39 96.2367% 51
dtchr2 91.1162% 24 92.6815% 30 93.5443% 44 94.7567% 46 96.0134% 59 96.2845% 58 96.1157% 63
dtjac 91.2901% 18 92.7753% 22 93.5017% 46 94.7942% 28 96.0543% 50 96.3527% 47 96.2487% 46
dtper 91.2901% 18 92.7753% 22 93.5017% 46 94.7942% 28 96.0543% 50 96.3527% 47 96.2487% 46
dtse 91.3941% 16 92.8606% 18 93.4949% 50 94.5981% 58 95.7917% 69 96.0185% 67 95.7883% 68
dtfr 91.6380% 9 93.3568% 5 93.7796% 13 94.7635% 44 96.0492% 55 96.3254% 55 96.2708% 42
dtm 92.6764% 3 93.5187% 2 94.2059% 2 95.2682% 2 96.4516% 4 96.6681% 7 96.6988% 2
dtmc 92.7003% 2 93.3226% 7 93.6500% 25 94.3167% 68 95.2819% 75 95.5513% 75 95.3535% 75
epw 89.1433% 72 91.8750% 62 93.5358% 45 94.7771% 41 96.2794% 21 96.5675% 20 96.4891% 25
gc 90.0095% 60 92.0711% 57 93.2732% 62 94.6066% 57 96.1941% 30 96.4925% 27 96.3595% 28
mgc 90.5467% 39 92.0540% 59 93.4420% 56 94.7891% 32 96.0952% 41 96.5198% 26 96.3885% 26
ogc 91.5408% 11 93.0839% 13 93.8291% 9 95.1966% 5 96.5880% 2 96.8182% 2 96.6733% 4
omgc 90.6746% 36 92.5076% 42 93.9911% 4 95.2085% 4 96.5334% 3 96.6750% 6 96.2367% 51
mlr 92.5451% 4 93.4761% 3 94.1889% 3 95.2375% 3 96.4414% 5 96.6647% 8 96.6920% 3
svmcmb 97.0365% 1 97.0774% 1 97.1473% 1 97.3059% 1 97.6333% 1 97.7611% 1 97.6844% 1
joinedin 92.2689%   93.3738%   94.2434%   95.6007%   96.8489%   97.1081%   96.7466%  
oracle 95.2614%   96.0986%   96.4721%   97.3161%   98.0732%   98.3341%   98.2454%  
cdc 0.473   0.4479   0.508   0.5759   0.6237   0.6933   0.6875