Табела SVMoo234: | Резултати на комбинирањето на трите множества еден-против-еден SVM класификатори со гаусов кернел за второто, третото и четвртото множество обележја | ||||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | без.опт | R | ||
- | - | - | - | - | - | - | - | ||||||||
FS2 | 87.5183% | 90.0471% | 91.6840% | 93.0345% | 94.6527% | 95.0977% | 94.8573% | ||||||||
FS3 | 86.4731% | 89.3207% | 90.3421% | 92.4155% | 94.5810% | 95.0585% | 94.8453% | ||||||||
FS4 | 89.5168% | 91.6005% | 92.2586% | 94.1172% | 95.5803% | 95.9452% | 94.1241% | ||||||||
vote | 91.3191% | 15 | 93.0396% | 12 | 93.6483% | 14 | 95.1250% | 11 | 96.3305% | 10 | 96.6937% | 7 | 95.8582% | 13 | |
borda | 91.1878% | 17 | 92.8793% | 18 | 93.6074% | 18 | 95.0909% | 14 | 96.3339% | 9 | 96.6971% | 6 | 95.8565% | 14 | |
bks | 91.7982% | 10 | 93.0038% | 15 | 93.7609% | 12 | 94.9647% | 17 | 96.0867% | 15 | 96.1583% | 17 | 95.8599% | 12 | |
bksv | 91.9125% | 8 | 93.0890% | 11 | 93.8632% | 11 | 95.1182% | 12 | 96.2316% | 12 | 96.3339% | 14 | 95.9571% | 10 | |
avg | 91.6192% | 11 | 93.2698% | 8 | 94.0678% | 6 | 95.1830% | 8 | 96.5027% | 2 | 96.8029% | 4 | 96.3015% | 3 | |
prod | 91.5339% | 13 | 93.1965% | 10 | 93.9808% | 9 | 95.1796% | 9 | 96.4669% | 4 | 96.6920% | 8 | 96.3220% | 2 | |
harm | 90.4648% | 23 | 92.5451% | 19 | 92.9253% | 21 | 94.5725% | 19 | 96.0372% | 16 | 96.3288% | 15 | 95.8292% | 15 | |
cprod | 91.5578% | 12 | 93.2630% | 9 | 93.9450% | 10 | 95.2085% | 7 | 96.4533% | 5 | 96.8046% | 3 | 96.2146% | 5 | |
maxmax | 87.7843% | 56 | 89.6617% | 57 | 90.8536% | 57 | 92.4701% | 57 | 93.7847% | 55 | 94.1309% | 57 | 93.7251% | 52 | |
minmax | 87.4638% | 58 | 89.5696% | 58 | 90.8792% | 56 | 92.5997% | 55 | 94.5452% | 34 | 95.0022% | 37 | 94.5316% | 29 | |
med | 91.0667% | 18 | 92.9782% | 16 | 93.6142% | 17 | 95.0295% | 16 | 96.3578% | 8 | 96.7040% | 5 | 96.1583% | 6 | |
adavg3 | 87.0852% | 59 | 89.7759% | 56 | 90.9252% | 55 | 92.8452% | 51 | 94.6237% | 29 | 95.0943% | 31 | 94.0183% | 44 | |
dempp1 | 89.3138% | 47 | 90.8212% | 43 | 91.6755% | 44 | 93.0890% | 44 | 93.9041% | 51 | 94.5930% | 47 | 93.9058% | 48 | |
dempp2 | 89.4588% | 40 | 90.9849% | 40 | 91.8596% | 37 | 93.5102% | 34 | 94.3747% | 39 | 95.0858% | 34 | 94.4191% | 32 | |
dempp3 | 88.9643% | 54 | 90.1545% | 55 | 91.3208% | 53 | 92.8179% | 52 | 93.0055% | 59 | 94.2639% | 56 | 94.0201% | 43 | |
dempp4 | 90.5671% | 21 | 92.2927% | 20 | 92.4206% | 26 | 93.4761% | 37 | 95.2819% | 25 | 95.4200% | 27 | 95.7320% | 19 | |
dempi1 | 76.1791% | 65 | 79.4052% | 64 | 80.0225% | 64 | 83.0304% | 64 | 85.8319% | 61 | 86.9573% | 61 | 84.0637% | 65 | |
dempi2 | 73.5464% | 67 | 75.5158% | 68 | 75.8176% | 65 | 76.7640% | 66 | 78.5032% | 66 | 79.2194% | 65 | 76.5048% | 67 | |
dempi3 | 40.8212% | 72 | 46.2964% | 72 | 50.6087% | 72 | 54.1077% | 72 | 59.7756% | 71 | 59.6034% | 72 | 43.5887% | 73 | |
dempi4 | 81.9442% | 61 | 83.9648% | 61 | 83.4396% | 61 | 84.0978% | 62 | 82.7422% | 64 | 85.3920% | 64 | 86.9778% | 61 | |
dempi5 | 75.0418% | 66 | 78.2270% | 65 | 74.8440% | 68 | 76.3854% | 67 | 73.8942% | 69 | 77.4801% | 67 | 72.9444% | 71 | |
dempc | 71.3842% | 69 | 75.9711% | 67 | 72.0595% | 69 | 76.2593% | 68 | 74.4706% | 68 | 73.6998% | 69 | 85.6546% | 63 | |
dempse | 90.2210% | 27 | 91.7369% | 26 | 92.7105% | 23 | 94.2315% | 22 | 95.3586% | 24 | 95.9690% | 22 | 94.9715% | 26 | |
dempmnk | 89.4588% | 40 | 91.0071% | 38 | 91.7573% | 39 | 93.4659% | 38 | 94.3287% | 42 | 95.0312% | 36 | 94.2758% | 35 | |
dempch | 90.5603% | 22 | 92.2825% | 21 | 92.5656% | 25 | 93.7711% | 25 | 95.3791% | 23 | 95.6058% | 24 | 95.7423% | 18 | |
dempcan | 89.0018% | 53 | 90.4597% | 52 | 90.6592% | 58 | 92.3695% | 58 | 93.2954% | 58 | 93.8922% | 58 | 92.7173% | 59 | |
dempas | 90.1971% | 29 | 91.5510% | 27 | 92.3388% | 30 | 93.6398% | 26 | 94.5708% | 33 | 94.9800% | 39 | 94.2110% | 38 | |
dempchi | 89.2712% | 48 | 90.3779% | 53 | 91.4521% | 51 | 92.7122% | 54 | 93.8649% | 54 | 94.5197% | 54 | 93.5460% | 58 | |
dempchi2 | 89.8288% | 34 | 91.0719% | 34 | 91.8989% | 34 | 93.4915% | 35 | 94.4412% | 37 | 95.0824% | 35 | 94.2809% | 34 | |
dempbc | 89.2508% | 50 | 90.7121% | 49 | 91.6704% | 45 | 93.0260% | 49 | 93.8785% | 53 | 94.5862% | 50 | 93.8018% | 51 | |
demphl | 89.5031% | 37 | 90.6797% | 50 | 91.6073% | 50 | 92.9884% | 50 | 94.0627% | 45 | 94.6475% | 43 | 93.8632% | 49 | |
dempchr | 90.1749% | 30 | 91.5510% | 27 | 92.3592% | 27 | 93.6228% | 30 | 94.5862% | 32 | 94.9852% | 38 | 94.2161% | 37 | |
dempchr2 | 89.9260% | 32 | 91.2032% | 32 | 91.9074% | 33 | 93.5307% | 31 | 94.4873% | 35 | 95.1216% | 28 | 94.3048% | 33 | |
dempjac | 89.2576% | 49 | 90.7547% | 47 | 91.6533% | 49 | 93.0686% | 47 | 93.9024% | 52 | 94.5862% | 50 | 93.8632% | 49 | |
dempper | 89.3190% | 46 | 90.8059% | 46 | 91.6601% | 46 | 93.0873% | 45 | 93.9126% | 50 | 94.5862% | 50 | 93.9143% | 47 | |
dempm | 93.0038% | 5 | 93.6142% | 5 | 94.0780% | 5 | 94.7618% | 18 | 95.8377% | 19 | 95.9349% | 23 | 95.4063% | 21 | |
dempmc | 93.9672% | 4 | 94.2144% | 4 | 94.6799% | 4 | 95.2733% | 6 | 95.9383% | 17 | 96.1668% | 16 | 95.7661% | 16 | |
pprod | 89.2064% | 51 | 90.7530% | 48 | 91.6942% | 43 | 93.2647% | 39 | 94.9903% | 27 | 95.4507% | 26 | 95.0994% | 25 | |
bayes | 91.2560% | 16 | 92.9612% | 17 | 93.6245% | 15 | 95.0346% | 15 | 96.1907% | 13 | 96.5266% | 12 | 96.0816% | 8 | |
fi | 86.4117% | 60 | 89.3889% | 59 | 90.4137% | 59 | 92.5587% | 56 | 94.4821% | 36 | 94.9766% | 40 | 93.6500% | 55 | |
dtp1 | 89.3582% | 44 | 90.8161% | 44 | 91.6601% | 46 | 93.1010% | 40 | 93.9229% | 48 | 94.6151% | 44 | 93.9194% | 45 | |
dtp2 | 89.4741% | 38 | 91.0156% | 35 | 91.8784% | 35 | 93.5256% | 32 | 94.3679% | 40 | 95.0926% | 32 | 94.4259% | 30 | |
dtp3 | 89.1757% | 52 | 90.2670% | 54 | 91.3992% | 52 | 92.8145% | 53 | 93.3994% | 57 | 94.3577% | 55 | 94.1087% | 42 | |
dtp4 | 90.6029% | 19 | 92.1785% | 22 | 93.0174% | 19 | 94.2912% | 20 | 95.5769% | 20 | 96.0355% | 19 | 95.1113% | 23 | |
dti1 | 79.5809% | 63 | 81.2963% | 63 | 81.1615% | 63 | 83.2913% | 63 | 85.5864% | 62 | 86.4083% | 62 | 83.9614% | 66 | |
dti2 | 72.7518% | 68 | 74.7690% | 69 | 74.8457% | 67 | 75.0077% | 69 | 76.2951% | 67 | 77.3778% | 68 | 74.7553% | 68 | |
dti3 | 69.6007% | 70 | 68.9271% | 70 | 66.0284% | 70 | 68.3934% | 70 | 65.4861% | 70 | 63.6275% | 71 | 61.4381% | 72 | |
dti4 | 81.0388% | 62 | 82.3500% | 62 | 84.1814% | 60 | 84.4746% | 61 | 83.9307% | 63 | 86.0707% | 63 | 85.3818% | 64 | |
dti5 | 77.3881% | 64 | 77.4409% | 66 | 75.0486% | 66 | 80.8666% | 65 | 79.3200% | 65 | 77.7802% | 66 | 73.0331% | 70 | |
dtc | 40.9713% | 71 | 55.2877% | 71 | 52.6515% | 71 | 61.5029% | 71 | 58.0261% | 72 | 66.2910% | 70 | 74.3887% | 69 | |
dte | 90.4410% | 24 | 91.8971% | 24 | 92.5792% | 24 | 94.0831% | 24 | 95.0448% | 26 | 95.5564% | 25 | 94.9170% | 27 | |
dtse | 90.2091% | 28 | 91.7505% | 25 | 92.7327% | 22 | 94.2230% | 23 | 95.4012% | 22 | 95.9759% | 21 | 94.6646% | 28 | |
dtmnk | 89.4741% | 38 | 91.0156% | 35 | 91.8784% | 35 | 93.5256% | 32 | 94.3679% | 40 | 95.0926% | 32 | 94.4259% | 30 | |
dtch | 90.6029% | 19 | 92.1785% | 22 | 93.0174% | 19 | 94.2912% | 20 | 95.5769% | 20 | 96.0355% | 19 | 95.1113% | 23 | |
dtcan | 88.8705% | 55 | 90.4938% | 51 | 91.0360% | 54 | 92.3661% | 59 | 93.4369% | 56 | 93.8819% | 59 | 92.6116% | 60 | |
dtas | 90.2756% | 25 | 91.5459% | 29 | 92.3592% | 27 | 93.6245% | 28 | 94.6186% | 30 | 94.9766% | 40 | 94.1769% | 39 | |
dtchi | 89.5696% | 36 | 91.0002% | 39 | 91.7420% | 40 | 93.0345% | 48 | 94.2008% | 44 | 94.5810% | 53 | 93.5699% | 57 | |
dtchi2 | 89.9243% | 33 | 91.1503% | 33 | 91.9159% | 32 | 93.4863% | 36 | 94.4378% | 38 | 95.0994% | 30 | 94.2758% | 35 | |
dtbc | 89.3582% | 44 | 90.8161% | 44 | 91.6601% | 46 | 93.1010% | 40 | 93.9229% | 48 | 94.6151% | 44 | 93.9194% | 45 | |
dthl | 89.5986% | 35 | 91.0105% | 37 | 91.7812% | 38 | 93.0737% | 46 | 94.2144% | 43 | 94.5981% | 46 | 93.5938% | 56 | |
dtchr | 90.2756% | 25 | 91.5459% | 29 | 92.3592% | 27 | 93.6245% | 28 | 94.6186% | 30 | 94.9766% | 40 | 94.1769% | 39 | |
dtchr2 | 90.0846% | 31 | 91.5186% | 31 | 92.1290% | 31 | 93.6381% | 27 | 94.6305% | 28 | 95.1148% | 29 | 94.1309% | 41 | |
dtjac | 89.3940% | 42 | 90.9440% | 41 | 91.7420% | 40 | 93.0959% | 42 | 93.9501% | 46 | 94.5930% | 47 | 93.6705% | 53 | |
dtper | 89.3940% | 42 | 90.9440% | 41 | 91.7420% | 40 | 93.0959% | 42 | 93.9501% | 46 | 94.5930% | 47 | 93.6705% | 53 | |
dtm | 95.1693% | 1 | 95.1830% | 1 | 95.3160% | 1 | 95.9196% | 2 | 96.4397% | 6 | 96.5846% | 10 | 96.3459% | 1 | |
dtmc | 94.5299% | 3 | 94.6765% | 3 | 94.9613% | 3 | 95.4745% | 3 | 95.9076% | 18 | 96.1566% | 18 | 95.3586% | 22 | |
gco | 91.8613% | 9 | 93.0328% | 13 | 93.6858% | 13 | 95.0943% | 13 | 96.0918% | 14 | 96.4175% | 13 | 96.0884% | 7 | |
mgco | 87.6428% | 57 | 86.1900% | 60 | 82.2494% | 62 | 87.3461% | 60 | 86.8942% | 60 | 87.0477% | 60 | 85.7552% | 62 | |
mlr | 95.0193% | 2 | 95.0755% | 2 | 95.2921% | 2 | 95.9537% | 1 | 96.3970% | 7 | 96.5522% | 11 | 96.2845% | 4 | |
ogc | 92.0046% | 6 | 93.4983% | 6 | 94.0047% | 8 | 95.4558% | 4 | 96.5863% | 1 | 96.8830% | 2 | 95.8991% | 11 | |
omgc | 91.9585% | 7 | 93.3295% | 7 | 94.0507% | 7 | 95.3671% | 5 | 96.4959% | 3 | 96.9086% | 1 | 95.9878% | 9 | |
ogco | 91.4333% | 14 | 93.0089% | 14 | 93.6228% | 16 | 95.1693% | 10 | 96.3169% | 11 | 96.6698% | 9 | 95.5325% | 20 | |
joinedin | 92.3098% | 93.8206% | 94.1667% | 95.7081% | 97.0416% | 97.2922% | 95.7627% | ||||||||
oracle | 95.2546% | 96.1566% | 96.6255% | 97.5020% | 98.1243% | 98.3886% | 98.1056% | ||||||||
cdc | 0.376 | 0.3519 | 0.5886 | 0.5443 | 0.5835 | 0.6645 | 0.6862 |