| Табела SVMG12_34: | Резултати на комбинирањето на двата SVM класификатори со гаусов 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 | без.опт | R | ||
| FS12 | 89.2866% | 91.4947% | 92.9560% | 94.1121% | 95.6655% | 95.8889% | 95.8446% | ||||||||
| FS34 | 92.5229% | 93.8581% | 93.9689% | 95.6519% | 96.9376% | 97.0808% | 96.8574% | ||||||||
| - | - | - | - | - | - | - | - | ||||||||
| - | - | - | - | - | - | - | - | ||||||||
| vote | 90.8741% | 77 | 92.6304% | 77 | 93.5034% | 76 | 94.8743% | 75 | 96.3305% | 71 | 96.5045% | 72 | 96.3527% | 57 | |
| borda | 91.2355% | 74 | 93.1726% | 67 | 93.9536% | 67 | 95.3450% | 60 | 96.4891% | 69 | 96.6971% | 70 | 96.5351% | 50 | |
| bks | 93.0822% | 4 | 94.1138% | 3 | 94.3747% | 19 | 95.6399% | 10 | 96.8114% | 35 | 97.0637% | 33 | 96.8352% | 11 | |
| bksv | 93.0805% | 5 | 94.1155% | 2 | 94.3850% | 18 | 95.6434% | 9 | 96.8165% | 34 | 97.0706% | 32 | 96.8506% | 5 | |
| avg | 92.1103% | 38 | 93.7933% | 22 | 94.2912% | 40 | 95.6007% | 13 | 96.7807% | 38 | 96.9393% | 41 | 96.6409% | 41 | |
| prod | 91.6209% | 61 | 93.3550% | 64 | 94.3082% | 33 | 95.4711% | 36 | 96.9529% | 8 | 97.2019% | 5 | 96.8711% | 3 | |
| harm | 91.5237% | 66 | 93.2152% | 66 | 94.3082% | 33 | 95.4541% | 39 | 96.9069% | 22 | 97.1882% | 8 | 96.8472% | 7 | |
| cprod | 91.5357% | 65 | 93.3653% | 62 | 94.0883% | 62 | 95.3023% | 61 | 96.9188% | 16 | 97.1183% | 27 | 96.7790% | 20 | |
| maxmax | 91.1895% | 75 | 93.0294% | 73 | 93.7080% | 74 | 94.9818% | 72 | 96.7432% | 41 | 96.8881% | 54 | 96.6221% | 45 | |
| minmax | 91.3583% | 70 | 93.0635% | 70 | 94.2912% | 40 | 95.3876% | 55 | 96.8233% | 33 | 97.0995% | 29 | 96.7960% | 18 | |
| med | 92.1103% | 38 | 93.7933% | 22 | 94.2912% | 40 | 95.6007% | 13 | 96.7807% | 38 | 96.9393% | 41 | 96.6409% | 41 | |
| davg | 92.0472% | 40 | 93.7336% | 26 | 94.2946% | 38 | 95.5939% | 15 | 96.7500% | 40 | 96.9376% | 43 | 96.6238% | 43 | |
| demp | 92.2757% | 33 | 93.6023% | 46 | 94.1462% | 60 | 95.3859% | 56 | 96.5897% | 58 | 96.8915% | 53 | 96.2248% | 60 | |
| dempp1 | 91.9977% | 43 | 93.6381% | 40 | 94.3321% | 27 | 95.4848% | 31 | 96.9205% | 15 | 97.1831% | 10 | 96.6647% | 37 | |
| dempp2 | 91.9705% | 45 | 93.6552% | 38 | 94.3338% | 25 | 95.4677% | 37 | 96.9035% | 23 | 97.1524% | 25 | 96.7500% | 23 | |
| dempp3 | 91.6431% | 59 | 93.4932% | 55 | 94.2264% | 56 | 95.3825% | 58 | 96.9171% | 19 | 97.1678% | 17 | 96.8318% | 12 | |
| dempp4 | 91.9330% | 50 | 93.5989% | 47 | 94.3747% | 19 | 95.5274% | 23 | 96.9904% | 5 | 97.1967% | 6 | 96.8387% | 9 | |
| dempi1 | 92.0063% | 42 | 93.6910% | 31 | 94.4156% | 14 | 95.5069% | 25 | 96.9376% | 11 | 97.1967% | 6 | 96.7415% | 27 | |
| dempi2 | 91.9517% | 47 | 93.5051% | 54 | 94.1786% | 57 | 95.3825% | 58 | 96.8659% | 30 | 97.0927% | 30 | 96.5761% | 47 | |
| dempi3 | 90.9627% | 76 | 93.1249% | 68 | 93.9945% | 64 | 95.2426% | 64 | 96.8983% | 25 | 97.1507% | 26 | 96.8489% | 6 | |
| dempi4 | 91.5834% | 63 | 93.4130% | 61 | 94.0678% | 63 | 95.2256% | 65 | 96.8711% | 29 | 97.0518% | 35 | 96.7125% | 33 | |
| dempi5 | 91.3362% | 73 | 93.2732% | 65 | 93.9723% | 66 | 95.2068% | 66 | 96.8932% | 26 | 97.0757% | 31 | 96.7517% | 22 | |
| dempc | 91.6311% | 60 | 93.4164% | 59 | 94.2929% | 39 | 95.4626% | 38 | 96.9546% | 7 | 97.2206% | 4 | 96.8711% | 3 | |
| dempmnk | 91.9466% | 48 | 93.6637% | 37 | 94.3287% | 28 | 95.4541% | 39 | 96.9017% | 24 | 97.1678% | 17 | 96.7364% | 28 | |
| dempch | 91.8306% | 53 | 93.5597% | 53 | 94.3150% | 32 | 95.4814% | 32 | 96.9870% | 6 | 97.1678% | 17 | 96.8080% | 16 | |
| dempcan | 91.3788% | 69 | 92.9032% | 74 | 93.6210% | 75 | 93.7711% | 76 | 94.2281% | 76 | 94.9647% | 76 | 91.9739% | 76 | |
| dempas | 92.5485% | 18 | 94.0371% | 7 | 94.4276% | 13 | 95.0875% | 70 | 96.7108% | 46 | 96.9000% | 50 | 96.8267% | 13 | |
| dempchi | 92.1308% | 37 | 93.7165% | 27 | 94.3901% | 17 | 95.5376% | 22 | 96.9103% | 21 | 97.1626% | 23 | 96.7244% | 31 | |
| dempchi2 | 92.1955% | 34 | 93.7165% | 27 | 94.4003% | 16 | 95.5427% | 21 | 96.9188% | 16 | 97.1729% | 13 | 96.7483% | 25 | |
| dempbc | 91.9807% | 44 | 93.6279% | 43 | 94.3372% | 23 | 95.4780% | 33 | 96.9188% | 16 | 97.1831% | 10 | 96.6698% | 36 | |
| demphl | 92.2961% | 32 | 93.7950% | 21 | 94.4804% | 9 | 95.6092% | 12 | 96.9137% | 20 | 97.1729% | 13 | 96.7466% | 26 | |
| dempchr | 92.5775% | 15 | 94.0490% | 4 | 94.4566% | 11 | 95.1949% | 67 | 96.7329% | 42 | 96.8847% | 55 | 96.8080% | 16 | |
| dempchr2 | 92.3285% | 29 | 93.8103% | 20 | 94.4429% | 12 | 95.5922% | 16 | 96.9324% | 12 | 97.1592% | 24 | 96.7756% | 21 | |
| dempjac | 91.9415% | 49 | 93.6313% | 42 | 94.2980% | 36 | 95.4438% | 45 | 96.8762% | 28 | 97.1660% | 22 | 96.6647% | 37 | |
| dempper | 92.0131% | 41 | 93.6279% | 43 | 94.3355% | 24 | 95.4933% | 30 | 96.9324% | 12 | 97.1848% | 9 | 96.6562% | 39 | |
| dempse | 92.4513% | 25 | 93.8581% | 15 | 94.4975% | 5 | 95.6229% | 11 | 96.6750% | 49 | 96.8745% | 60 | 96.6733% | 35 | |
| dempfr | 92.5673% | 16 | 93.9399% | 13 | 94.4685% | 10 | 95.6621% | 8 | 96.5727% | 59 | 96.8114% | 67 | 96.5437% | 48 | |
| dempm | 91.9568% | 46 | 93.3568% | 63 | 94.2895% | 43 | 95.2665% | 63 | 96.8114% | 35 | 96.9495% | 39 | 96.6818% | 34 | |
| dempmc | 93.4420% | 2 | 93.9894% | 9 | 94.5469% | 4 | 95.5905% | 17 | 96.3697% | 70 | 96.6443% | 71 | 96.2180% | 61 | |
| pprod | 91.7641% | 54 | 93.4642% | 57 | 94.3543% | 22 | 95.5274% | 23 | 96.9427% | 9 | 97.1746% | 12 | 96.8199% | 15 | |
| bayes | 92.7565% | 9 | 93.8137% | 19 | 94.4156% | 14 | 95.6757% | 7 | 96.7943% | 37 | 96.9870% | 37 | 96.5931% | 46 | |
| fi | 92.1870% | 35 | 93.8308% | 18 | 94.1565% | 59 | 95.5035% | 27 | 96.8915% | 27 | 97.0620% | 34 | 96.7312% | 30 | |
| fic | 91.8750% | 52 | 93.6893% | 32 | 94.0985% | 61 | 95.4490% | 43 | 96.9239% | 14 | 97.1064% | 28 | 96.7807% | 19 | |
| dtp1 | 92.5110% | 20 | 93.5852% | 49 | 94.2383% | 51 | 95.4370% | 49 | 96.5573% | 61 | 96.8762% | 56 | 95.7593% | 70 | |
| dtp2 | 92.6338% | 11 | 93.7131% | 29 | 94.2707% | 48 | 95.4541% | 39 | 96.6647% | 52 | 96.9035% | 48 | 96.0389% | 66 | |
| dtp3 | 92.5502% | 17 | 93.9229% | 14 | 94.2980% | 36 | 95.5445% | 19 | 96.7176% | 44 | 96.9427% | 40 | 96.6238% | 43 | |
| dtp4 | 91.4385% | 67 | 93.0379% | 71 | 93.7950% | 71 | 94.9698% | 73 | 96.2708% | 72 | 96.4772% | 73 | 96.0168% | 68 | |
| dti1 | 92.6866% | 10 | 93.8393% | 17 | 94.3270% | 29 | 95.4762% | 34 | 96.6920% | 48 | 96.9000% | 50 | 96.3663% | 56 | |
| dti2 | 91.7539% | 56 | 92.8111% | 75 | 93.9416% | 70 | 95.2716% | 62 | 96.1617% | 75 | 96.7773% | 68 | 94.4958% | 75 | |
| dti3 | 91.5663% | 64 | 93.6739% | 36 | 94.3014% | 35 | 95.5052% | 26 | 96.7176% | 44 | 96.9631% | 38 | 96.6494% | 40 | |
| dti4 | 91.3430% | 72 | 93.1095% | 69 | 93.7114% | 73 | 95.0039% | 71 | 96.6562% | 54 | 96.8131% | 65 | 96.5010% | 51 | |
| dti5 | 91.7130% | 58 | 93.4642% | 57 | 93.9536% | 67 | 95.1693% | 68 | 96.5539% | 65 | 96.8131% | 65 | 96.4806% | 52 | |
| dtc | 91.7164% | 57 | 93.4659% | 56 | 93.9518% | 69 | 95.1693% | 68 | 96.5539% | 65 | 96.8148% | 64 | 96.4806% | 52 | |
| dte | 92.3678% | 28 | 93.7370% | 25 | 94.2366% | 55 | 95.4728% | 35 | 96.6971% | 47 | 96.8966% | 52 | 96.3936% | 55 | |
| dtmnk | 92.6338% | 11 | 93.7131% | 29 | 94.2707% | 48 | 95.4541% | 39 | 96.6647% | 52 | 96.9035% | 48 | 96.0389% | 66 | |
| dtch | 91.4385% | 67 | 93.0379% | 71 | 93.7950% | 71 | 94.9698% | 73 | 96.2708% | 72 | 96.4772% | 73 | 96.0168% | 68 | |
| dtcan | 91.3464% | 71 | 92.7224% | 76 | 93.3704% | 77 | 93.5290% | 77 | 93.9467% | 77 | 94.8266% | 77 | 91.2969% | 77 | |
| dtas | 92.3081% | 30 | 93.6790% | 33 | 94.2895% | 43 | 95.5018% | 28 | 96.6681% | 50 | 96.9307% | 44 | 96.3510% | 58 | |
| dtchi | 92.5025% | 24 | 93.6398% | 39 | 94.3253% | 30 | 95.4404% | 47 | 96.6102% | 56 | 96.9052% | 47 | 96.2180% | 61 | |
| dtchi2 | 92.5826% | 13 | 93.6790% | 33 | 94.3167% | 31 | 95.4438% | 45 | 96.6221% | 55 | 96.9086% | 46 | 96.1754% | 64 | |
| dtbc | 92.5110% | 20 | 93.5852% | 49 | 94.2383% | 51 | 95.4370% | 49 | 96.5573% | 61 | 96.8762% | 56 | 95.7593% | 70 | |
| dthl | 92.4377% | 27 | 93.5904% | 48 | 94.2878% | 46 | 95.3893% | 54 | 96.5386% | 67 | 96.8574% | 61 | 96.1856% | 63 | |
| dtchr | 92.3081% | 30 | 93.6790% | 33 | 94.2895% | 43 | 95.5018% | 28 | 96.6681% | 50 | 96.9307% | 44 | 96.3510% | 58 | |
| dtchr2 | 92.5229% | 19 | 93.6347% | 41 | 94.2809% | 47 | 95.3978% | 53 | 96.5624% | 60 | 96.8557% | 62 | 96.1344% | 65 | |
| dtjac | 92.5110% | 20 | 93.5852% | 49 | 94.2383% | 51 | 95.4370% | 49 | 96.5573% | 61 | 96.8762% | 56 | 95.7593% | 70 | |
| dtper | 92.5110% | 20 | 93.5852% | 49 | 94.2383% | 51 | 95.4370% | 49 | 96.5573% | 61 | 96.8762% | 56 | 95.7593% | 70 | |
| dtse | 92.4445% | 26 | 93.7558% | 24 | 94.3645% | 21 | 95.4473% | 44 | 96.4925% | 68 | 96.7091% | 69 | 96.4021% | 54 | |
| dtfr | 92.5792% | 14 | 93.9416% | 12 | 94.4821% | 8 | 95.7081% | 6 | 96.5999% | 57 | 96.8370% | 63 | 96.5403% | 49 | |
| dtm | 92.9049% | 6 | 94.0354% | 8 | 94.6015% | 2 | 95.7474% | 4 | 96.9938% | 4 | 97.1678% | 17 | 96.8216% | 14 | |
| dtmc | 93.2408% | 3 | 93.9587% | 11 | 94.4907% | 6 | 95.5513% | 18 | 96.2095% | 74 | 96.4533% | 75 | 95.7337% | 74 | |
| epw | 91.5936% | 62 | 93.4147% | 60 | 94.1786% | 57 | 95.3842% | 57 | 96.9410% | 10 | 97.1695% | 15 | 96.8387% | 9 | |
| gc | 91.7607% | 55 | 93.6125% | 45 | 93.9791% | 65 | 95.4404% | 47 | 96.8557% | 32 | 97.2343% | 3 | 96.7227% | 32 | |
| mgc | 92.1478% | 36 | 93.8529% | 16 | 94.3338% | 25 | 95.5445% | 19 | 96.8642% | 31 | 97.2735% | 2 | 96.7500% | 23 | |
| ogc | 92.7702% | 8 | 94.0473% | 5 | 94.4856% | 7 | 95.8309% | 3 | 97.0808% | 2 | 97.1678% | 17 | 97.0126% | 2 | |
| omgc | 91.9023% | 51 | 94.0388% | 6 | 94.2417% | 50 | 95.9452% | 2 | 96.7210% | 43 | 97.0143% | 36 | 96.7329% | 29 | |
| mlr | 92.8810% | 7 | 93.9808% | 10 | 94.5947% | 3 | 95.7371% | 5 | 97.0006% | 3 | 97.1695% | 15 | 96.8455% | 8 | |
| svmcmb | 96.8506% | 1 | 96.9563% | 1 | 97.1388% | 1 | 97.3809% | 1 | 97.8174% | 1 | 97.8976% | 1 | 97.7543% | 1 | |
| joinedin | 92.8554% | 94.1019% | 94.3611% | 95.8446% | 97.1473% | 97.2735% | 96.3834% | ||||||||
| oracle | 94.6851% | 95.5734% | 95.8463% | 96.9597% | 97.8566% | 97.9794% | 97.8464% | ||||||||
| cdc | 0.9508 | 0.9654 | 0.9717 | 0.9739 | 0.9804 | 0.9806 | 0.9808 | ||||||||