| Табела SVML14_23: | Резултати на комбинирањето на двата SVM класификатори со линеарен 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 | ||
| FS14 | 91.1349% | 92.2638% | 91.8920% | 93.3431% | 95.1881% | 95.3705% | |||||||
| FS23 | 89.0717% | 90.9832% | 90.8911% | 93.0737% | 94.2980% | 94.5043% | |||||||
| - | - | - | - | - | - | - | |||||||
| - | - | - | - | - | - | - | |||||||
| vote | 90.1698% | 76 | 91.6328% | 74 | 91.3549% | 74 | 93.1965% | 74 | 94.6782% | 74 | 94.9647% | 74 | |
| borda | 90.6490% | 73 | 92.4786% | 73 | 92.1921% | 73 | 93.9723% | 73 | 95.1045% | 72 | 95.3688% | 70 | |
| bks | 91.8699% | 53 | 92.9458% | 61 | 93.2766% | 12 | 94.0678% | 70 | 95.3501% | 66 | 95.5308% | 65 | |
| bksv | 91.8699% | 53 | 92.9441% | 62 | 93.2783% | 11 | 94.0678% | 70 | 95.3535% | 65 | 95.5291% | 66 | |
| avg | 91.9312% | 47 | 93.4369% | 41 | 93.0328% | 45 | 94.7635% | 33 | 95.7951% | 26 | 95.9946% | 15 | |
| prod | 91.7607% | 59 | 93.3499% | 48 | 92.9816% | 53 | 94.7737% | 31 | 95.7269% | 44 | 95.9503% | 34 | |
| harm | 91.5612% | 65 | 93.1555% | 57 | 92.8094% | 55 | 94.5384% | 53 | 95.5513% | 58 | 95.7866% | 52 | |
| cprod | 92.0131% | 45 | 93.4096% | 46 | 92.9953% | 51 | 94.6441% | 48 | 95.7405% | 43 | 95.9247% | 39 | |
| maxmax | 91.7011% | 60 | 92.8878% | 63 | 92.6031% | 64 | 94.2213% | 65 | 95.6092% | 54 | 95.6894% | 55 | |
| minmax | 91.0002% | 71 | 92.7514% | 70 | 92.4274% | 69 | 94.3185% | 61 | 95.3211% | 67 | 95.6297% | 59 | |
| med | 91.9312% | 47 | 93.4369% | 41 | 93.0328% | 45 | 94.7635% | 33 | 95.7951% | 26 | 95.9946% | 15 | |
| davg | 91.9074% | 50 | 93.4727% | 37 | 93.0737% | 40 | 94.7908% | 26 | 95.7729% | 33 | 95.9639% | 32 | |
| demp | 92.1546% | 37 | 93.4693% | 39 | 93.1061% | 36 | 94.8095% | 23 | 95.7678% | 35 | 95.9076% | 42 | |
| dempp1 | 92.2314% | 32 | 93.6569% | 14 | 93.1965% | 27 | 94.8232% | 21 | 95.8343% | 8 | 96.0253% | 6 | |
| dempp2 | 92.4564% | 11 | 93.6978% | 7 | 93.3448% | 7 | 94.8539% | 11 | 95.8207% | 11 | 95.9997% | 13 | |
| dempp3 | 92.3439% | 17 | 93.5818% | 25 | 93.1538% | 29 | 94.7703% | 32 | 95.7934% | 28 | 95.9656% | 30 | |
| dempp4 | 92.0540% | 39 | 93.3295% | 51 | 92.9424% | 54 | 94.7567% | 36 | 95.7440% | 42 | 95.9059% | 43 | |
| dempi1 | 92.3337% | 19 | 93.6739% | 11 | 93.2715% | 13 | 94.8351% | 14 | 95.8241% | 9 | 96.0253% | 6 | |
| dempi2 | 91.9006% | 51 | 93.4250% | 45 | 93.1010% | 38 | 94.7362% | 39 | 95.7832% | 32 | 95.9673% | 28 | |
| dempi3 | 91.5425% | 67 | 93.1999% | 56 | 92.6287% | 63 | 94.6186% | 51 | 95.7150% | 46 | 95.8770% | 46 | |
| dempi4 | 91.6380% | 64 | 93.1112% | 60 | 92.6679% | 61 | 94.3747% | 57 | 95.6928% | 49 | 95.8480% | 49 | |
| dempi5 | 91.7744% | 58 | 93.1402% | 59 | 92.7770% | 57 | 94.4532% | 55 | 95.6860% | 50 | 95.8292% | 50 | |
| dempc | 91.8545% | 56 | 93.4096% | 46 | 93.0669% | 42 | 94.6902% | 45 | 95.7542% | 41 | 95.9230% | 40 | |
| dempmnk | 92.4598% | 10 | 93.7165% | 4 | 93.3209% | 10 | 94.8351% | 14 | 95.8070% | 21 | 96.0031% | 9 | |
| dempch | 92.0762% | 38 | 93.3431% | 49 | 92.9884% | 52 | 94.7175% | 43 | 95.6996% | 48 | 95.8497% | 48 | |
| dempcan | 90.3301% | 75 | 90.4938% | 76 | 89.2985% | 76 | 90.0095% | 76 | 89.7180% | 76 | 89.9277% | 76 | |
| dempas | 92.6457% | 4 | 93.5358% | 31 | 92.7207% | 59 | 94.2366% | 64 | 95.1813% | 69 | 95.2529% | 72 | |
| dempchi | 92.2092% | 33 | 93.6688% | 13 | 93.0771% | 39 | 94.7891% | 27 | 95.7695% | 34 | 95.9707% | 25 | |
| dempchi2 | 92.4189% | 15 | 93.6807% | 9 | 93.2664% | 14 | 94.8607% | 5 | 95.8582% | 2 | 96.0083% | 8 | |
| dempbc | 92.1973% | 35 | 93.6347% | 20 | 93.2272% | 23 | 94.8164% | 22 | 95.8241% | 9 | 95.9895% | 22 | |
| demphl | 92.2672% | 29 | 93.6074% | 24 | 93.1129% | 35 | 94.8556% | 8 | 95.8394% | 6 | 96.0355% | 3 | |
| dempchr | 92.7088% | 1 | 93.5818% | 25 | 92.7651% | 58 | 94.2980% | 62 | 95.1761% | 70 | 95.2665% | 71 | |
| dempchr2 | 92.4650% | 9 | 93.6756% | 10 | 93.2493% | 22 | 94.9033% | 3 | 95.8548% | 3 | 96.0287% | 5 | |
| dempjac | 92.2740% | 27 | 93.6415% | 19 | 93.2272% | 23 | 94.8010% | 24 | 95.8019% | 23 | 95.9776% | 24 | |
| dempper | 92.2075% | 34 | 93.6159% | 23 | 93.1999% | 26 | 94.7993% | 25 | 95.8480% | 5 | 96.0338% | 4 | |
| dempse | 92.3303% | 20 | 93.4863% | 35 | 93.2544% | 20 | 94.5776% | 52 | 95.4814% | 59 | 95.6127% | 60 | |
| dempfr | 92.3251% | 21 | 93.4727% | 37 | 93.4846% | 1 | 94.7345% | 40 | 95.6280% | 51 | 95.7968% | 51 | |
| dempm | 92.0472% | 42 | 93.2868% | 54 | 93.1249% | 34 | 94.6475% | 47 | 95.6110% | 52 | 95.6706% | 57 | |
| dempmc | 92.6917% | 3 | 93.5477% | 30 | 93.4335% | 5 | 94.5111% | 54 | 95.4029% | 64 | 95.5104% | 67 | |
| pprod | 91.8477% | 57 | 93.3363% | 50 | 92.9987% | 50 | 94.7771% | 30 | 95.7201% | 45 | 95.9315% | 38 | |
| bayes | 92.0353% | 44 | 92.8503% | 66 | 92.7821% | 56 | 94.2758% | 63 | 95.1659% | 71 | 95.4251% | 68 | |
| fi | 91.8579% | 55 | 92.7855% | 67 | 92.7003% | 60 | 94.3304% | 58 | 95.4251% | 61 | 95.5513% | 64 | |
| fic | 91.6789% | 61 | 92.6065% | 71 | 92.4786% | 68 | 94.2161% | 66 | 95.4677% | 60 | 95.5700% | 63 | |
| dtp1 | 92.3081% | 23 | 93.6449% | 15 | 93.2647% | 15 | 94.8283% | 17 | 95.8156% | 15 | 95.9929% | 17 | |
| dtp2 | 92.4667% | 7 | 93.7012% | 5 | 93.3448% | 7 | 94.8607% | 5 | 95.8207% | 11 | 96.0014% | 11 | |
| dtp3 | 92.3354% | 18 | 93.5767% | 27 | 93.1453% | 30 | 94.7823% | 29 | 95.7985% | 24 | 95.9656% | 30 | |
| dtp4 | 91.2765% | 69 | 92.7770% | 68 | 92.2944% | 70 | 94.3219% | 59 | 95.4149% | 62 | 95.5922% | 61 | |
| dti1 | 92.4274% | 14 | 93.7285% | 3 | 93.3619% | 6 | 94.8419% | 13 | 95.7968% | 25 | 95.9861% | 23 | |
| dti2 | 91.9108% | 49 | 93.4284% | 44 | 93.1044% | 37 | 94.7567% | 36 | 95.7849% | 30 | 95.9690% | 27 | |
| dti3 | 91.5459% | 66 | 93.2118% | 55 | 92.6355% | 62 | 94.6356% | 49 | 95.7064% | 47 | 95.8787% | 45 | |
| dti4 | 90.9201% | 72 | 92.5928% | 72 | 92.2467% | 72 | 93.9979% | 72 | 95.5683% | 57 | 95.6587% | 58 | |
| dti5 | 91.6448% | 63 | 92.8793% | 65 | 92.5980% | 65 | 94.2110% | 67 | 95.6041% | 55 | 95.6809% | 56 | |
| dtc | 91.6738% | 62 | 92.8878% | 63 | 92.5963% | 66 | 94.1923% | 68 | 95.6110% | 52 | 95.6928% | 54 | |
| dte | 92.2586% | 31 | 93.5017% | 34 | 93.1317% | 32 | 94.7891% | 27 | 95.7593% | 37 | 95.8872% | 44 | |
| dtmnk | 92.4667% | 7 | 93.7012% | 5 | 93.3448% | 7 | 94.8607% | 5 | 95.8207% | 11 | 96.0014% | 11 | |
| dtch | 91.2765% | 69 | 92.7770% | 68 | 92.2944% | 70 | 94.3219% | 59 | 95.4149% | 62 | 95.5922% | 61 | |
| dtcan | 90.3642% | 74 | 90.5791% | 75 | 89.4605% | 75 | 90.2176% | 75 | 89.9396% | 75 | 90.1954% | 75 | |
| dtas | 92.0489% | 40 | 93.5682% | 28 | 93.0413% | 43 | 94.7294% | 41 | 95.7559% | 39 | 95.9400% | 36 | |
| dtchi | 92.2638% | 30 | 93.6347% | 20 | 93.1658% | 28 | 94.8488% | 12 | 95.8070% | 21 | 95.9929% | 17 | |
| dtchi2 | 92.4547% | 12 | 93.6961% | 8 | 93.2613% | 19 | 94.8556% | 8 | 95.8394% | 6 | 96.0031% | 9 | |
| dtbc | 92.3081% | 23 | 93.6449% | 15 | 93.2647% | 15 | 94.8283% | 17 | 95.8156% | 15 | 95.9929% | 17 | |
| dthl | 92.2706% | 28 | 93.6176% | 22 | 93.1453% | 30 | 94.8556% | 8 | 95.8497% | 4 | 96.0407% | 2 | |
| dtchr | 92.0489% | 40 | 93.5682% | 28 | 93.0413% | 43 | 94.7294% | 41 | 95.7559% | 39 | 95.9400% | 36 | |
| dtchr2 | 92.4360% | 13 | 93.6705% | 12 | 93.2544% | 20 | 94.8880% | 4 | 95.8770% | 1 | 96.0475% | 1 | |
| dtjac | 92.3081% | 23 | 93.6449% | 15 | 93.2647% | 15 | 94.8283% | 17 | 95.8156% | 15 | 95.9929% | 17 | |
| dtper | 92.3081% | 23 | 93.6449% | 15 | 93.2647% | 15 | 94.8283% | 17 | 95.8156% | 15 | 95.9929% | 17 | |
| dtse | 92.1904% | 36 | 93.3090% | 52 | 93.0174% | 48 | 94.3901% | 56 | 95.3177% | 68 | 95.4063% | 69 | |
| dtfr | 92.3217% | 22 | 93.4369% | 41 | 93.4505% | 3 | 94.7175% | 43 | 95.6024% | 56 | 95.7269% | 53 | |
| dtm | 92.6969% | 2 | 93.7438% | 1 | 93.4659% | 2 | 95.0414% | 1 | 95.7934% | 28 | 95.9469% | 35 | |
| dtmc | 92.5349% | 6 | 93.3090% | 52 | 93.0038% | 49 | 94.1462% | 69 | 94.9357% | 73 | 95.0039% | 73 | |
| epw | 92.0012% | 46 | 93.4522% | 40 | 93.0703% | 41 | 94.7499% | 38 | 95.7678% | 35 | 95.9196% | 41 | |
| gc | 91.8989% | 52 | 93.5102% | 32 | 93.0242% | 47 | 94.7618% | 35 | 95.8173% | 14 | 95.8582% | 47 | |
| mgc | 91.3259% | 68 | 93.1504% | 58 | 92.5741% | 67 | 94.6356% | 49 | 95.8122% | 19 | 95.9639% | 32 | |
| ogc | 92.0455% | 43 | 93.4795% | 36 | 93.1283% | 33 | 94.6493% | 46 | 95.7593% | 37 | 95.9997% | 13 | |
| omgc | 92.3541% | 16 | 93.5068% | 33 | 93.2118% | 25 | 94.8300% | 16 | 95.8122% | 19 | 95.9673% | 28 | |
| mlr | 92.6218% | 5 | 93.7404% | 2 | 93.4505% | 3 | 95.0159% | 2 | 95.7849% | 30 | 95.9707% | 25 | |
| joinedin | 92.4189% | 93.5648% | 93.3857% | 94.8505% | 95.8872% | 96.3902% | |||||||
| oracle | 94.6834% | 95.3262% | 94.8181% | 96.4414% | 97.1302% | 97.2462% | |||||||
| cdc | 0.9161 | 0.9373 | 0.9508 | 0.9369 | 0.9593 | 0.9605 | |||||||