| Табела SVML12_34: | Резултати на комбинирањето на двата SVM класификатори со линеарен кернел за унијата од првото и второто и унијата од третото и четвртото множество обележја | ||||||||||||
| 1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
| FS12 | 88.6676% | 91.2577% | 91.9534% | 93.5801% | 94.1121% | 94.1786% | |||||||
| FS34 | 91.8119% | 92.5758% | 92.8282% | 94.2247% | 95.3313% | 95.3739% | |||||||
| - | - | - | - | - | - | - | |||||||
| - | - | - | - | - | - | - | |||||||
| vote | 90.1289% | 74 | 91.9176% | 74 | 92.3933% | 74 | 93.8274% | 74 | 94.7533% | 74 | 94.7464% | 74 | |
| borda | 90.9235% | 72 | 92.5928% | 70 | 93.0328% | 70 | 94.6816% | 57 | 95.3143% | 70 | 95.3347% | 70 | |
| bks | 92.2893% | 17 | 93.2630% | 43 | 93.4028% | 60 | 94.5947% | 62 | 95.4967% | 62 | 95.5615% | 59 | |
| bksv | 92.2927% | 15 | 93.2630% | 43 | 93.4130% | 58 | 94.5947% | 62 | 95.5121% | 60 | 95.5649% | 58 | |
| avg | 91.8460% | 44 | 93.2971% | 38 | 93.6210% | 45 | 95.1966% | 13 | 95.9042% | 20 | 95.8991% | 15 | |
| prod | 91.7539% | 55 | 93.2920% | 40 | 93.5665% | 49 | 95.2324% | 3 | 95.9400% | 13 | 95.8838% | 19 | |
| harm | 91.4777% | 66 | 93.1658% | 53 | 93.4062% | 59 | 95.1625% | 19 | 95.8139% | 45 | 95.7832% | 45 | |
| cprod | 92.0336% | 36 | 93.1965% | 52 | 93.5580% | 50 | 94.9340% | 50 | 95.7405% | 47 | 95.7388% | 47 | |
| maxmax | 91.5169% | 64 | 92.7088% | 68 | 93.1828% | 66 | 94.5197% | 67 | 95.4012% | 65 | 95.5223% | 64 | |
| minmax | 91.0122% | 69 | 92.8299% | 66 | 93.1470% | 68 | 94.9954% | 44 | 95.6348% | 54 | 95.6229% | 56 | |
| med | 91.8460% | 44 | 93.2971% | 38 | 93.6210% | 45 | 95.1966% | 13 | 95.9042% | 20 | 95.8991% | 15 | |
| davg | 91.9500% | 41 | 93.3414% | 31 | 93.6398% | 43 | 95.1096% | 28 | 95.8753% | 36 | 95.8531% | 34 | |
| demp | 92.0915% | 31 | 93.3244% | 33 | 93.7438% | 29 | 95.0977% | 35 | 95.8531% | 43 | 95.8531% | 34 | |
| dempp1 | 91.8102% | 48 | 93.3226% | 34 | 93.7199% | 32 | 95.0841% | 37 | 95.9349% | 15 | 95.9503% | 8 | |
| dempp2 | 92.5144% | 6 | 93.5869% | 7 | 93.9484% | 5 | 95.2068% | 9 | 95.9042% | 20 | 95.8838% | 19 | |
| dempp3 | 92.5127% | 7 | 93.5051% | 14 | 93.8223% | 21 | 95.1625% | 19 | 95.8753% | 36 | 95.8190% | 41 | |
| dempp4 | 91.9074% | 43 | 93.1572% | 54 | 93.6415% | 42 | 95.0466% | 41 | 95.8633% | 41 | 95.8360% | 36 | |
| dempi1 | 92.0250% | 37 | 93.4011% | 23 | 93.7336% | 31 | 95.1744% | 18 | 95.9452% | 10 | 95.9469% | 9 | |
| dempi2 | 91.7710% | 51 | 93.2544% | 46 | 93.6995% | 35 | 94.9596% | 49 | 95.8650% | 39 | 95.8548% | 33 | |
| dempi3 | 91.6976% | 58 | 93.2186% | 48 | 93.3073% | 62 | 94.7362% | 55 | 95.6843% | 52 | 95.6945% | 51 | |
| dempi4 | 91.6056% | 60 | 93.0004% | 59 | 93.4454% | 56 | 94.6544% | 58 | 95.6434% | 53 | 95.6877% | 52 | |
| dempi5 | 91.8017% | 49 | 93.0413% | 57 | 93.4352% | 57 | 94.7823% | 52 | 95.6161% | 55 | 95.6706% | 54 | |
| dempc | 91.8204% | 47 | 93.2783% | 42 | 93.5273% | 52 | 95.1386% | 23 | 95.8872% | 27 | 95.8872% | 17 | |
| dempmnk | 92.4820% | 10 | 93.5767% | 9 | 93.9331% | 10 | 95.1898% | 15 | 95.8889% | 26 | 95.8582% | 32 | |
| dempch | 91.9671% | 40 | 93.2340% | 47 | 93.6875% | 38 | 95.0568% | 40 | 95.8377% | 44 | 95.8275% | 39 | |
| dempcan | 90.1153% | 75 | 90.7274% | 75 | 90.7359% | 75 | 90.4375% | 75 | 89.5764% | 76 | 90.2466% | 76 | |
| dempas | 92.5792% | 3 | 93.3499% | 30 | 93.8069% | 22 | 94.6100% | 61 | 95.2699% | 72 | 95.0227% | 72 | |
| dempchi | 91.5936% | 61 | 93.3141% | 35 | 93.7080% | 34 | 95.0824% | 38 | 95.9094% | 18 | 95.9145% | 12 | |
| dempchi2 | 92.2569% | 24 | 93.5801% | 8 | 93.9194% | 12 | 95.2034% | 10 | 95.9469% | 9 | 95.9588% | 5 | |
| dempbc | 91.7693% | 52 | 93.3550% | 28 | 93.7609% | 26 | 95.1199% | 25 | 95.9094% | 18 | 95.9094% | 14 | |
| demphl | 91.7658% | 53 | 93.3533% | 29 | 93.7592% | 27 | 95.1028% | 29 | 95.9435% | 11 | 96.0355% | 1 | |
| dempchr | 92.5656% | 4 | 93.3755% | 26 | 93.8547% | 19 | 94.6237% | 60 | 95.2904% | 71 | 95.0397% | 71 | |
| dempchr2 | 92.2757% | 18 | 93.5955% | 6 | 93.9570% | 3 | 95.2017% | 12 | 95.9793% | 3 | 95.9946% | 4 | |
| dempjac | 92.0199% | 39 | 93.4505% | 22 | 93.8069% | 22 | 95.1028% | 29 | 95.8940% | 24 | 95.8855% | 18 | |
| dempper | 91.7454% | 56 | 93.3039% | 37 | 93.6927% | 37 | 95.0807% | 39 | 95.9435% | 11 | 95.9537% | 6 | |
| dempse | 91.7028% | 57 | 93.0430% | 56 | 93.7421% | 30 | 94.7277% | 56 | 95.5069% | 61 | 95.5683% | 57 | |
| dempfr | 92.0625% | 33 | 93.2050% | 50 | 93.9911% | 1 | 94.9732% | 46 | 95.7116% | 48 | 95.7354% | 48 | |
| dempm | 92.1955% | 26 | 93.2920% | 40 | 93.6398% | 43 | 94.9630% | 47 | 95.6945% | 50 | 95.6468% | 55 | |
| dempmc | 92.0404% | 34 | 93.0993% | 55 | 93.7131% | 33 | 94.5469% | 66 | 95.3330% | 68 | 95.4268% | 69 | |
| pprod | 91.8289% | 46 | 93.3090% | 36 | 93.5938% | 48 | 95.2256% | 5 | 95.8940% | 24 | 95.8735% | 28 | |
| bayes | 92.2910% | 16 | 93.0225% | 58 | 93.4795% | 55 | 94.6322% | 59 | 95.4780% | 63 | 95.6775% | 53 | |
| fi | 91.9108% | 42 | 92.9441% | 61 | 93.3022% | 63 | 94.7925% | 51 | 95.5751% | 58 | 95.5257% | 63 | |
| fic | 91.5732% | 62 | 92.8725% | 64 | 93.2630% | 64 | 94.5810% | 64 | 95.5206% | 59 | 95.5018% | 66 | |
| dtp1 | 92.2757% | 18 | 93.4983% | 15 | 93.8734% | 14 | 95.1011% | 31 | 95.8872% | 27 | 95.8787% | 21 | |
| dtp2 | 92.5042% | 8 | 93.5750% | 10 | 93.9484% | 5 | 95.2137% | 6 | 95.9128% | 16 | 95.8753% | 25 | |
| dtp3 | 92.4445% | 12 | 93.5119% | 13 | 93.8069% | 22 | 95.1625% | 19 | 95.8787% | 35 | 95.8190% | 41 | |
| dtp4 | 90.9576% | 70 | 92.5775% | 71 | 92.9918% | 71 | 94.2878% | 70 | 95.5956% | 56 | 95.5291% | 61 | |
| dti1 | 92.5212% | 5 | 93.5989% | 5 | 93.9229% | 11 | 95.1796% | 17 | 95.8872% | 27 | 95.8633% | 29 | |
| dti2 | 91.7556% | 54 | 93.2579% | 45 | 93.6978% | 36 | 94.9630% | 47 | 95.8650% | 39 | 95.8753% | 25 | |
| dti3 | 91.6618% | 59 | 93.2033% | 51 | 93.3278% | 61 | 94.7430% | 54 | 95.6894% | 51 | 95.7081% | 50 | |
| dti4 | 90.8110% | 73 | 92.3746% | 73 | 92.9168% | 73 | 94.2178% | 72 | 95.3279% | 69 | 95.4780% | 68 | |
| dti5 | 91.4930% | 65 | 92.6798% | 69 | 93.1641% | 67 | 94.4924% | 69 | 95.3842% | 67 | 95.5189% | 65 | |
| dtc | 91.5220% | 63 | 92.7122% | 67 | 93.1965% | 65 | 94.5009% | 68 | 95.4132% | 64 | 95.5410% | 60 | |
| dte | 92.1921% | 27 | 93.3380% | 32 | 93.7882% | 25 | 95.1199% | 25 | 95.8735% | 38 | 95.8360% | 36 | |
| dtmnk | 92.5042% | 8 | 93.5750% | 10 | 93.9484% | 5 | 95.2137% | 6 | 95.9128% | 16 | 95.8753% | 25 | |
| dtch | 90.9576% | 70 | 92.5775% | 71 | 92.9918% | 71 | 94.2878% | 70 | 95.5956% | 56 | 95.5291% | 61 | |
| dtcan | 89.7845% | 76 | 90.6916% | 76 | 90.5160% | 76 | 90.4222% | 76 | 89.7742% | 75 | 90.5740% | 75 | |
| dtas | 92.1018% | 29 | 93.3789% | 24 | 93.6722% | 39 | 95.0346% | 42 | 95.8872% | 27 | 95.8599% | 30 | |
| dtchi | 92.1580% | 28 | 93.4880% | 19 | 93.8615% | 18 | 95.1472% | 22 | 95.9400% | 13 | 95.9400% | 10 | |
| dtchi2 | 92.3217% | 14 | 93.6176% | 3 | 93.9484% | 5 | 95.2273% | 4 | 95.9537% | 7 | 95.9520% | 7 | |
| dtbc | 92.2757% | 18 | 93.4983% | 15 | 93.8734% | 14 | 95.1011% | 31 | 95.8872% | 27 | 95.8787% | 21 | |
| dthl | 92.0404% | 34 | 93.4659% | 21 | 93.8529% | 20 | 95.0943% | 36 | 95.9776% | 4 | 96.0185% | 3 | |
| dtchr | 92.1018% | 29 | 93.3789% | 24 | 93.6722% | 39 | 95.0346% | 42 | 95.8872% | 27 | 95.8599% | 30 | |
| dtchr2 | 92.2501% | 25 | 93.6074% | 4 | 93.9553% | 4 | 95.1898% | 15 | 96.0134% | 2 | 96.0202% | 2 | |
| dtjac | 92.2757% | 18 | 93.4983% | 15 | 93.8734% | 14 | 95.1011% | 31 | 95.8872% | 27 | 95.8787% | 21 | |
| dtper | 92.2757% | 18 | 93.4983% | 15 | 93.8734% | 14 | 95.1011% | 31 | 95.8872% | 27 | 95.8787% | 21 | |
| dtse | 91.7727% | 50 | 92.9407% | 62 | 93.5358% | 51 | 94.5776% | 65 | 95.3910% | 66 | 95.5001% | 67 | |
| dtfr | 92.0830% | 32 | 93.2169% | 49 | 93.9877% | 2 | 94.9937% | 45 | 95.7081% | 49 | 95.7133% | 49 | |
| dtm | 92.6866% | 1 | 93.6637% | 1 | 93.9450% | 9 | 95.2034% | 10 | 95.9673% | 6 | 95.8088% | 44 | |
| dtmc | 92.2586% | 23 | 92.8691% | 65 | 93.4898% | 54 | 94.1582% | 73 | 94.9050% | 73 | 94.9408% | 73 | |
| epw | 92.0233% | 38 | 93.3568% | 27 | 93.6586% | 41 | 95.1216% | 24 | 95.8633% | 41 | 95.8326% | 38 | |
| gc | 91.0173% | 68 | 92.9219% | 63 | 93.5119% | 53 | 95.1113% | 27 | 95.8070% | 46 | 95.7508% | 46 | |
| mgc | 91.0548% | 67 | 92.9953% | 60 | 93.1351% | 69 | 94.7499% | 53 | 95.9025% | 23 | 95.8275% | 39 | |
| ogc | 92.3746% | 13 | 93.4846% | 20 | 93.6193% | 47 | 95.2819% | 2 | 95.9520% | 8 | 95.9400% | 10 | |
| omgc | 92.4615% | 11 | 93.5597% | 12 | 93.7592% | 27 | 95.3432% | 1 | 96.0713% | 1 | 95.9111% | 13 | |
| mlr | 92.6014% | 2 | 93.6398% | 2 | 93.9194% | 12 | 95.2085% | 8 | 95.9690% | 5 | 95.8139% | 43 | |
| joinedin | 92.4189% | 93.5648% | 93.3857% | 94.8505% | 95.8872% | 96.3902% | |||||||
| oracle | 94.5606% | 95.3074% | 95.5564% | 96.7960% | 97.1643% | 97.2325% | |||||||
| cdc | 0.933 | 0.9481 | 0.9516 | 0.9448 | 0.9581 | 0.9565 | |||||||