| Табела SVMG14_23: | Резултати на комбинирањето на двата SVM класификатори со гаусов кернел за унијата од првото и четвртото и унијата од второто и третото множество обележја | ||||||||||||||
| 1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | без.опт | R | ||
| FS14 | 91.9295% | 93.0464% | 93.6466% | 94.9903% | 96.4891% | 96.7040% | 96.5982% | ||||||||
| FS23 | 90.1033% | 92.0830% | 92.8265% | 94.4924% | 96.2112% | 96.5778% | 96.4533% | ||||||||
| - | - | - | - | - | - | - | - | ||||||||
| - | - | - | - | - | - | - | - | ||||||||
| vote | 91.0804% | 72 | 92.5673% | 77 | 93.2169% | 74 | 94.6902% | 74 | 96.3902% | 73 | 96.6392% | 72 | 96.4976% | 62 | |
| borda | 91.7812% | 59 | 93.1811% | 73 | 93.7472% | 73 | 95.1318% | 68 | 96.6255% | 65 | 96.8898% | 63 | 96.7329% | 48 | |
| bks | 92.9032% | 9 | 93.6381% | 47 | 94.3509% | 11 | 95.4490% | 52 | 96.6630% | 60 | 96.8472% | 66 | 96.5727% | 58 | |
| bksv | 92.9032% | 9 | 93.6398% | 46 | 94.3594% | 10 | 95.4609% | 47 | 96.6681% | 59 | 96.8472% | 66 | 96.5880% | 55 | |
| avg | 92.6252% | 29 | 93.9263% | 25 | 94.2537% | 29 | 95.5530% | 27 | 96.9512% | 3 | 97.1797% | 10 | 97.0296% | 8 | |
| prod | 91.1384% | 71 | 93.3772% | 64 | 94.1292% | 50 | 95.6468% | 5 | 96.9069% | 16 | 97.2189% | 3 | 97.0245% | 12 | |
| harm | 90.9337% | 75 | 93.2135% | 70 | 94.0490% | 57 | 95.6297% | 11 | 96.8847% | 25 | 97.1950% | 7 | 97.0399% | 5 | |
| cprod | 91.2526% | 66 | 93.4113% | 61 | 94.1633% | 48 | 95.5342% | 33 | 96.7790% | 52 | 97.1302% | 36 | 96.9410% | 20 | |
| maxmax | 91.1571% | 70 | 93.1709% | 74 | 93.9740% | 65 | 95.3791% | 56 | 96.6051% | 66 | 96.9614% | 55 | 96.8455% | 39 | |
| minmax | 90.5381% | 76 | 92.9236% | 76 | 93.8939% | 72 | 95.5376% | 31 | 96.8574% | 32 | 97.1098% | 39 | 97.0330% | 7 | |
| med | 92.6252% | 29 | 93.9263% | 25 | 94.2537% | 29 | 95.5530% | 27 | 96.9512% | 3 | 97.1797% | 10 | 97.0296% | 8 | |
| davg | 92.6269% | 28 | 93.9314% | 24 | 94.2520% | 31 | 95.5359% | 32 | 96.9478% | 5 | 97.1763% | 14 | 97.0365% | 6 | |
| demp | 92.9168% | 8 | 93.9808% | 17 | 94.3150% | 19 | 95.4268% | 53 | 96.9324% | 8 | 97.1797% | 10 | 96.7040% | 52 | |
| dempp1 | 91.8170% | 55 | 93.6449% | 44 | 94.2093% | 38 | 95.5547% | 26 | 96.8199% | 43 | 97.1575% | 26 | 96.8421% | 40 | |
| dempp2 | 91.8306% | 49 | 93.7217% | 37 | 94.3219% | 17 | 95.6127% | 13 | 96.8591% | 31 | 97.1507% | 27 | 96.8898% | 29 | |
| dempp3 | 91.2560% | 65 | 93.5256% | 56 | 94.2400% | 33 | 95.6451% | 6 | 96.8796% | 28 | 97.1695% | 18 | 97.0075% | 14 | |
| dempp4 | 91.8647% | 48 | 93.5170% | 57 | 94.2895% | 21 | 95.6826% | 2 | 96.8932% | 20 | 97.1967% | 5 | 96.9700% | 17 | |
| dempi1 | 91.7982% | 58 | 93.7046% | 40 | 94.2707% | 24 | 95.6212% | 12 | 96.8711% | 29 | 97.1712% | 17 | 96.9154% | 22 | |
| dempi2 | 91.8204% | 52 | 93.5392% | 54 | 94.1241% | 51 | 95.4575% | 48 | 96.8114% | 46 | 97.0757% | 42 | 96.7210% | 50 | |
| dempi3 | 90.4392% | 77 | 93.0464% | 75 | 94.0797% | 55 | 95.5052% | 35 | 96.8301% | 40 | 97.1695% | 18 | 96.9768% | 16 | |
| dempi4 | 91.5851% | 60 | 93.3960% | 62 | 94.1121% | 54 | 95.4558% | 50 | 96.7585% | 53 | 97.0774% | 41 | 96.8574% | 38 | |
| dempi5 | 91.1844% | 69 | 93.2885% | 67 | 94.0678% | 56 | 95.4762% | 42 | 96.7142% | 57 | 97.0689% | 44 | 96.8932% | 28 | |
| dempc | 91.2049% | 68 | 93.3704% | 66 | 94.1445% | 49 | 95.6365% | 8 | 96.8881% | 24 | 97.2274% | 2 | 97.0143% | 13 | |
| dempmnk | 91.8238% | 50 | 93.7097% | 39 | 94.3185% | 18 | 95.6110% | 15 | 96.8540% | 33 | 97.1336% | 34 | 96.8983% | 27 | |
| dempch | 91.8238% | 50 | 93.5017% | 59 | 94.2792% | 23 | 95.6365% | 8 | 96.8830% | 27 | 97.1780% | 13 | 96.9683% | 18 | |
| dempcan | 90.9832% | 74 | 93.2050% | 71 | 92.9288% | 77 | 93.4352% | 76 | 94.2332% | 76 | 94.6868% | 77 | 90.8689% | 76 | |
| dempas | 92.7804% | 20 | 94.0797% | 10 | 94.4992% | 2 | 95.4865% | 39 | 96.9461% | 6 | 97.0296% | 51 | 97.0586% | 2 | |
| dempchi | 92.0557% | 47 | 93.7165% | 38 | 94.2622% | 26 | 95.6041% | 17 | 96.8898% | 23 | 97.1354% | 33 | 96.8728% | 33 | |
| dempchi2 | 92.0864% | 43 | 93.7506% | 35 | 94.3338% | 14 | 95.6365% | 8 | 96.8966% | 19 | 97.1643% | 23 | 96.9120% | 23 | |
| dempbc | 91.8153% | 56 | 93.6313% | 49 | 94.1837% | 45 | 95.5666% | 24 | 96.8335% | 38 | 97.1473% | 32 | 96.8335% | 42 | |
| demphl | 92.2689% | 37 | 93.7813% | 33 | 94.2929% | 20 | 95.6127% | 13 | 96.8847% | 25 | 97.1490% | 28 | 96.8813% | 31 | |
| dempchr | 92.7753% | 21 | 94.0900% | 8 | 94.4907% | 3 | 95.5052% | 35 | 96.9376% | 7 | 97.0433% | 50 | 97.0501% | 3 | |
| dempchr2 | 92.2825% | 36 | 93.8308% | 31 | 94.3509% | 11 | 95.6570% | 3 | 96.9205% | 11 | 97.1695% | 18 | 96.9069% | 25 | |
| dempjac | 91.8204% | 52 | 93.6330% | 48 | 94.2025% | 40 | 95.5462% | 30 | 96.8114% | 46 | 97.1336% | 34 | 96.8318% | 43 | |
| dempper | 91.8204% | 52 | 93.6432% | 45 | 94.1855% | 44 | 95.5666% | 24 | 96.8182% | 44 | 97.1660% | 22 | 96.8421% | 40 | |
| dempse | 92.5570% | 33 | 94.0883% | 9 | 94.4651% | 4 | 95.5513% | 29 | 96.6767% | 58 | 96.9171% | 58 | 96.7432% | 47 | |
| dempfr | 92.6031% | 32 | 94.1479% | 4 | 94.3952% | 6 | 95.4626% | 46 | 96.5198% | 70 | 96.7756% | 70 | 96.5471% | 59 | |
| dempm | 92.2058% | 41 | 93.3840% | 63 | 94.0405% | 58 | 95.4711% | 44 | 96.8267% | 41 | 96.8659% | 65 | 96.7824% | 46 | |
| dempmc | 93.6875% | 3 | 94.2895% | 2 | 94.3815% | 8 | 95.3739% | 57 | 96.5334% | 69 | 96.7807% | 69 | 96.0696% | 67 | |
| pprod | 91.4351% | 64 | 93.5068% | 58 | 94.1803% | 46 | 95.6536% | 4 | 96.9154% | 13 | 97.2019% | 4 | 96.9887% | 15 | |
| bayes | 92.7412% | 22 | 93.5955% | 51 | 94.1735% | 47 | 95.3910% | 55 | 96.5880% | 67 | 96.6852% | 71 | 96.5812% | 56 | |
| fi | 92.2092% | 40 | 93.6091% | 50 | 93.9808% | 64 | 95.3671% | 58 | 96.7312% | 56 | 96.9700% | 54 | 96.8608% | 36 | |
| fic | 92.1597% | 42 | 93.6773% | 43 | 93.9638% | 66 | 95.3194% | 62 | 96.7841% | 49 | 97.0484% | 48 | 96.8591% | 37 | |
| dtp1 | 92.7872% | 15 | 93.9570% | 19 | 93.9467% | 68 | 95.1250% | 69 | 96.6613% | 61 | 96.8915% | 59 | 95.1403% | 71 | |
| dtp2 | 92.9492% | 5 | 94.0559% | 12 | 94.1172% | 52 | 95.2597% | 64 | 96.7841% | 49 | 97.0637% | 45 | 95.6996% | 68 | |
| dtp3 | 92.9407% | 7 | 94.1190% | 7 | 94.2588% | 28 | 95.4711% | 44 | 96.9052% | 17 | 97.1967% | 5 | 96.8676% | 34 | |
| dtp4 | 92.2518% | 38 | 93.5528% | 52 | 93.9996% | 62 | 95.1778% | 66 | 96.8506% | 34 | 97.1166% | 37 | 96.8267% | 44 | |
| dti1 | 93.0311% | 4 | 94.1411% | 5 | 94.2076% | 39 | 95.4132% | 54 | 96.8455% | 36 | 97.1763% | 14 | 96.5778% | 57 | |
| dti2 | 91.8000% | 57 | 93.2442% | 68 | 93.1180% | 75 | 94.4804% | 75 | 96.1771% | 74 | 96.3305% | 75 | 92.0813% | 75 | |
| dti3 | 92.0591% | 46 | 93.7882% | 32 | 94.0371% | 59 | 95.5820% | 21 | 96.9171% | 12 | 97.1490% | 28 | 97.0279% | 11 | |
| dti4 | 91.4623% | 62 | 93.1982% | 72 | 93.9638% | 66 | 95.2665% | 63 | 96.5675% | 68 | 96.8830% | 64 | 96.7227% | 49 | |
| dti5 | 92.0779% | 45 | 93.6875% | 41 | 94.0201% | 60 | 95.3432% | 60 | 96.7585% | 53 | 97.0126% | 52 | 96.9069% | 25 | |
| dtc | 92.0796% | 44 | 93.6875% | 41 | 94.0201% | 60 | 95.3432% | 60 | 96.7585% | 53 | 97.0126% | 52 | 96.9086% | 24 | |
| dte | 92.8998% | 11 | 93.9928% | 15 | 94.3236% | 16 | 95.4507% | 51 | 96.9273% | 9 | 97.1643% | 23 | 96.7193% | 51 | |
| dtmnk | 92.9492% | 5 | 94.0559% | 12 | 94.1172% | 52 | 95.2597% | 64 | 96.7841% | 49 | 97.0637% | 45 | 95.6996% | 68 | |
| dtch | 92.2518% | 38 | 93.5528% | 52 | 93.9996% | 62 | 95.1778% | 66 | 96.8506% | 34 | 97.1166% | 37 | 96.8267% | 44 | |
| dtcan | 91.0309% | 73 | 93.2152% | 69 | 92.9595% | 76 | 93.4284% | 77 | 94.2076% | 77 | 94.7959% | 76 | 90.7649% | 77 | |
| dtas | 92.8145% | 13 | 93.8939% | 28 | 94.2281% | 36 | 95.4814% | 40 | 96.9103% | 14 | 97.1490% | 28 | 96.6528% | 53 | |
| dtchi | 92.6576% | 27 | 93.9331% | 23 | 94.2298% | 35 | 95.4967% | 37 | 96.8335% | 38 | 97.0620% | 47 | 96.4703% | 63 | |
| dtchi2 | 92.7872% | 15 | 93.9825% | 16 | 94.2622% | 26 | 95.4575% | 48 | 96.8182% | 44 | 97.0995% | 40 | 96.3186% | 66 | |
| dtbc | 92.7872% | 15 | 93.9570% | 19 | 93.9467% | 68 | 95.1250% | 69 | 96.6613% | 61 | 96.8915% | 59 | 95.1403% | 71 | |
| dthl | 92.5468% | 34 | 93.8956% | 27 | 94.2366% | 34 | 95.5104% | 34 | 96.8250% | 42 | 97.0450% | 49 | 96.5164% | 61 | |
| dtchr | 92.8145% | 13 | 93.8939% | 28 | 94.2281% | 36 | 95.4814% | 40 | 96.9103% | 14 | 97.1490% | 28 | 96.6528% | 53 | |
| dtchr2 | 92.6679% | 26 | 93.9638% | 18 | 94.2520% | 31 | 95.4728% | 43 | 96.8011% | 48 | 97.0757% | 42 | 96.3612% | 64 | |
| dtjac | 92.7872% | 15 | 93.9570% | 19 | 93.9467% | 68 | 95.1250% | 69 | 96.6613% | 61 | 96.8915% | 59 | 95.1403% | 71 | |
| dtper | 92.7872% | 15 | 93.9570% | 19 | 93.9467% | 68 | 95.1250% | 69 | 96.6613% | 61 | 96.8915% | 59 | 95.1403% | 71 | |
| dtse | 92.3729% | 35 | 93.8410% | 30 | 94.2008% | 41 | 95.3603% | 59 | 96.4908% | 72 | 96.6221% | 73 | 96.3425% | 65 | |
| dtfr | 92.6184% | 31 | 94.1241% | 6 | 94.3918% | 7 | 95.4882% | 38 | 96.5062% | 71 | 96.7841% | 68 | 96.5334% | 60 | |
| dtm | 92.7156% | 25 | 93.7540% | 34 | 94.3662% | 9 | 95.6434% | 7 | 96.9000% | 18 | 96.9461% | 57 | 96.8813% | 31 | |
| dtmc | 93.7711% | 2 | 94.1650% | 3 | 94.1889% | 43 | 95.0005% | 73 | 96.1771% | 74 | 96.4243% | 74 | 95.3023% | 70 | |
| epw | 91.2270% | 67 | 93.3755% | 65 | 94.1940% | 42 | 95.5956% | 20 | 96.8404% | 37 | 97.1763% | 14 | 96.9665% | 19 | |
| gc | 91.4589% | 63 | 93.4369% | 60 | 94.2707% | 24 | 95.5820% | 21 | 96.8608% | 30 | 97.1678% | 21 | 96.8625% | 35 | |
| mgc | 91.4930% | 61 | 93.5358% | 55 | 94.2826% | 22 | 95.5803% | 23 | 96.8915% | 22 | 97.1865% | 9 | 96.9341% | 21 | |
| ogc | 92.7207% | 24 | 94.0252% | 14 | 94.3423% | 13 | 95.6110% | 15 | 96.9273% | 9 | 97.1933% | 8 | 97.0296% | 8 | |
| omgc | 92.8520% | 12 | 94.0627% | 11 | 94.4156% | 5 | 95.6024% | 18 | 96.9683% | 2 | 97.1592% | 25 | 97.0467% | 4 | |
| mlr | 92.7241% | 23 | 93.7387% | 36 | 94.3338% | 14 | 95.6007% | 19 | 96.8932% | 20 | 96.9512% | 56 | 96.8881% | 30 | |
| svmcmb | 96.7977% | 1 | 97.0723% | 1 | 97.0961% | 1 | 97.4133% | 1 | 97.7373% | 1 | 97.8890% | 1 | 97.6861% | 1 | |
| joinedin | 92.8554% | 94.1019% | 94.3611% | 95.8446% | 97.1473% | 97.2735% | 96.3834% | ||||||||
| oracle | 94.7311% | 95.5666% | 95.6843% | 96.7790% | 97.7748% | 97.9862% | 97.8362% | ||||||||
| cdc | 0.9452 | 0.9567 | 0.9707 | 0.973 | 0.9811 | 0.9814 | 0.9835 | ||||||||