Табела SVMoo14_23: | Резултати на комбинирањето на двете множества еден-против-еден 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 | 91.2270% | 92.9305% | 93.4539% | 95.1420% | 96.4243% | 96.7739% | 96.3356% | ||||||||
FS23 | 89.6907% | 92.0455% | 92.7617% | 94.6834% | 96.2384% | 96.4976% | 96.2794% | ||||||||
- | - | - | - | - | - | - | - | ||||||||
- | - | - | - | - | - | - | - | ||||||||
vote | 91.2714% | 22 | 93.2118% | 20 | 93.7370% | 19 | 95.3450% | 17 | 96.5999% | 8 | 96.9222% | 8 | 96.4942% | 11 | |
borda | 91.1281% | 25 | 92.9458% | 24 | 93.5631% | 20 | 95.2188% | 20 | 96.5351% | 10 | 96.8165% | 9 | 96.4721% | 13 | |
bks | 92.0540% | 10 | 93.5443% | 14 | 94.0201% | 16 | 95.3876% | 14 | 96.5215% | 12 | 96.5999% | 16 | 96.3527% | 18 | |
bksv | 92.0608% | 9 | 93.5494% | 13 | 94.0201% | 16 | 95.3910% | 13 | 96.5334% | 11 | 96.6187% | 15 | 96.3732% | 17 | |
avg | 91.9722% | 14 | 93.7779% | 6 | 94.1582% | 8 | 95.6979% | 2 | 96.9205% | 2 | 97.2360% | 1 | 96.8659% | 1 | |
prod | 91.9875% | 12 | 93.7182% | 9 | 94.1820% | 6 | 95.6775% | 4 | 96.9171% | 4 | 97.1712% | 5 | 96.8404% | 5 | |
harm | 91.1980% | 23 | 93.2306% | 18 | 93.3755% | 22 | 95.2256% | 19 | 96.3800% | 17 | 96.6494% | 14 | 96.3868% | 16 | |
cprod | 91.9943% | 11 | 93.7967% | 5 | 94.1241% | 11 | 95.6485% | 7 | 96.9631% | 1 | 97.2121% | 3 | 96.8608% | 3 | |
maxmax | 91.0224% | 26 | 92.7497% | 26 | 93.2220% | 26 | 94.8283% | 25 | 96.0645% | 27 | 96.2981% | 25 | 96.1395% | 25 | |
minmax | 91.1605% | 24 | 92.9185% | 25 | 93.3039% | 24 | 94.9630% | 23 | 96.2504% | 23 | 96.4755% | 21 | 96.2384% | 23 | |
med | 91.9722% | 14 | 93.7779% | 6 | 94.1582% | 8 | 95.6979% | 2 | 96.9205% | 2 | 97.2360% | 1 | 96.8659% | 1 | |
adavg3 | 90.5006% | 27 | 92.7378% | 27 | 93.1453% | 27 | 94.8539% | 24 | 96.4379% | 14 | 96.7551% | 11 | 96.2708% | 21 | |
dempp1 | 89.0871% | 46 | 91.2424% | 45 | 91.7846% | 49 | 93.3977% | 53 | 94.3867% | 52 | 94.8948% | 52 | 94.5793% | 48 | |
dempp2 | 89.1843% | 44 | 91.2867% | 40 | 91.8477% | 47 | 93.7609% | 41 | 94.7430% | 42 | 95.1915% | 43 | 94.9579% | 42 | |
dempp3 | 89.0410% | 55 | 90.8144% | 56 | 90.8110% | 60 | 92.2893% | 60 | 93.1538% | 59 | 94.0081% | 59 | 94.5197% | 54 | |
dempp4 | 91.3276% | 20 | 93.1146% | 23 | 93.3056% | 23 | 94.7652% | 28 | 96.1361% | 26 | 96.0048% | 30 | 96.5727% | 8 | |
dempi1 | 77.6387% | 64 | 79.2893% | 64 | 80.3363% | 64 | 82.4762% | 64 | 85.3374% | 64 | 86.9352% | 62 | 85.4534% | 65 | |
dempi2 | 74.5285% | 65 | 75.9489% | 65 | 76.4536% | 65 | 77.1800% | 65 | 80.4982% | 65 | 81.0848% | 65 | 79.2569% | 67 | |
dempi3 | 39.7657% | 72 | 49.2463% | 72 | 45.1676% | 72 | 51.7921% | 72 | 58.0023% | 72 | 58.5326% | 72 | 38.5755% | 73 | |
dempi4 | 81.9016% | 61 | 84.0535% | 61 | 83.7193% | 62 | 83.3970% | 63 | 86.6146% | 62 | 86.1031% | 64 | 89.1979% | 62 | |
dempi5 | 70.9631% | 68 | 69.5427% | 70 | 72.3886% | 68 | 71.9572% | 69 | 75.6539% | 68 | 73.5344% | 68 | 71.6912% | 71 | |
dempc | 70.8147% | 69 | 74.8696% | 67 | 71.0824% | 69 | 72.7552% | 68 | 71.9060% | 69 | 69.8564% | 70 | 84.8822% | 66 | |
dempse | 89.9959% | 30 | 92.2228% | 29 | 92.8793% | 30 | 94.6799% | 29 | 95.6041% | 29 | 96.0918% | 28 | 95.2614% | 31 | |
dempmnk | 89.1945% | 41 | 91.2424% | 45 | 91.8153% | 48 | 93.6961% | 44 | 94.7175% | 43 | 95.1932% | 42 | 94.9647% | 36 | |
dempch | 91.3140% | 21 | 93.1180% | 22 | 93.3022% | 25 | 94.7891% | 27 | 96.1668% | 25 | 96.0492% | 29 | 96.5727% | 8 | |
dempcan | 88.3266% | 59 | 90.5552% | 58 | 91.0088% | 59 | 92.6815% | 57 | 93.6603% | 58 | 94.2264% | 58 | 93.5051% | 59 | |
dempas | 89.7981% | 35 | 91.7829% | 36 | 92.4684% | 37 | 93.9194% | 37 | 95.0193% | 36 | 95.4302% | 36 | 94.9562% | 43 | |
dempchi | 88.7870% | 57 | 91.0360% | 55 | 91.4248% | 56 | 93.4420% | 48 | 94.4821% | 47 | 94.8675% | 55 | 94.5248% | 53 | |
dempchi2 | 89.6600% | 39 | 91.7113% | 39 | 92.2194% | 39 | 94.0439% | 33 | 94.9528% | 37 | 95.2767% | 37 | 94.9749% | 33 | |
dempbc | 89.0530% | 53 | 91.2066% | 48 | 91.7317% | 54 | 93.3891% | 54 | 94.3509% | 55 | 94.9118% | 48 | 94.5964% | 46 | |
demphl | 88.8603% | 56 | 91.1025% | 54 | 91.5442% | 55 | 93.5511% | 45 | 94.5606% | 46 | 94.9084% | 49 | 94.5401% | 52 | |
dempchr | 89.8203% | 34 | 91.7965% | 35 | 92.4854% | 36 | 93.9263% | 36 | 95.0244% | 35 | 95.4370% | 35 | 94.9596% | 41 | |
dempchr2 | 89.6992% | 37 | 91.7369% | 37 | 92.2262% | 38 | 94.0422% | 34 | 94.9425% | 38 | 95.2495% | 39 | 94.9681% | 34 | |
dempjac | 89.0513% | 54 | 91.1997% | 49 | 91.7539% | 53 | 93.4062% | 51 | 94.3730% | 54 | 94.8965% | 51 | 94.5981% | 45 | |
dempper | 89.0939% | 45 | 91.2304% | 47 | 91.7846% | 49 | 93.4011% | 52 | 94.3850% | 53 | 94.8999% | 50 | 94.5913% | 47 | |
dempm | 93.1521% | 5 | 93.7353% | 8 | 94.2707% | 5 | 94.9954% | 22 | 95.7849% | 28 | 96.2845% | 26 | 96.3936% | 15 | |
dempmc | 94.3713% | 3 | 94.6782% | 2 | 94.9289% | 4 | 95.6519% | 6 | 96.3902% | 15 | 96.5590% | 17 | 96.1634% | 24 | |
pprod | 91.7011% | 19 | 93.2152% | 19 | 93.4335% | 21 | 95.0500% | 21 | 96.2640% | 22 | 96.5300% | 18 | 96.3084% | 19 | |
bayes | 91.9756% | 13 | 93.4761% | 15 | 93.8939% | 18 | 95.2887% | 18 | 96.4635% | 13 | 96.6835% | 13 | 96.4465% | 14 | |
fi | 90.3608% | 28 | 92.6986% | 28 | 93.0515% | 28 | 94.8215% | 26 | 96.3851% | 16 | 96.7295% | 12 | 96.2487% | 22 | |
dtp1 | 89.0854% | 47 | 91.2509% | 43 | 91.7727% | 51 | 93.4147% | 49 | 94.4003% | 50 | 94.8863% | 53 | 94.5708% | 49 | |
dtp2 | 89.1894% | 42 | 91.2867% | 40 | 91.8528% | 45 | 93.7575% | 42 | 94.7447% | 40 | 95.2000% | 40 | 94.9613% | 37 | |
dtp3 | 88.7512% | 58 | 90.6439% | 57 | 91.2219% | 57 | 92.5246% | 59 | 93.7677% | 57 | 94.4975% | 56 | 94.5708% | 49 | |
dtp4 | 91.7931% | 16 | 93.4642% | 16 | 94.0439% | 13 | 95.3808% | 15 | 96.3356% | 18 | 96.4891% | 19 | 96.0730% | 27 | |
dti1 | 80.3363% | 63 | 81.7208% | 63 | 81.6322% | 63 | 83.5215% | 62 | 85.5063% | 63 | 86.9181% | 63 | 86.0536% | 64 | |
dti2 | 73.9113% | 66 | 74.9548% | 66 | 75.3930% | 66 | 75.6301% | 66 | 78.3037% | 66 | 79.0062% | 66 | 77.7495% | 69 | |
dti3 | 69.9928% | 70 | 73.7322% | 68 | 64.6353% | 71 | 64.4392% | 71 | 64.1561% | 71 | 61.0545% | 71 | 62.1986% | 72 | |
dti4 | 81.5486% | 62 | 83.6869% | 62 | 83.9000% | 61 | 84.2308% | 61 | 86.6658% | 61 | 87.7229% | 61 | 87.4263% | 63 | |
dti5 | 72.8438% | 67 | 72.8814% | 69 | 74.0272% | 67 | 75.4374% | 67 | 77.2107% | 67 | 75.3811% | 67 | 74.4535% | 70 | |
dtc | 69.4966% | 71 | 68.4480% | 71 | 70.5641% | 70 | 67.5937% | 70 | 67.9398% | 70 | 72.1175% | 69 | 78.4828% | 68 | |
dte | 90.2602% | 29 | 92.2007% | 30 | 92.9424% | 29 | 94.5077% | 31 | 95.5274% | 31 | 95.8718% | 31 | 95.6263% | 30 | |
dtse | 89.9635% | 31 | 92.1870% | 31 | 92.8316% | 31 | 94.6151% | 30 | 95.5922% | 30 | 96.1498% | 27 | 95.2000% | 32 | |
dtmnk | 89.1894% | 42 | 91.2867% | 40 | 91.8528% | 45 | 93.7575% | 42 | 94.7447% | 40 | 95.2000% | 40 | 94.9613% | 37 | |
dtch | 91.7931% | 16 | 93.4642% | 16 | 94.0439% | 13 | 95.3808% | 15 | 96.3356% | 18 | 96.4891% | 19 | 96.0730% | 27 | |
dtcan | 88.2686% | 60 | 90.5194% | 59 | 91.1946% | 58 | 92.6576% | 58 | 93.7813% | 56 | 94.2826% | 57 | 93.2715% | 60 | |
dtas | 89.8322% | 32 | 91.8034% | 33 | 92.5161% | 34 | 93.9126% | 38 | 95.0261% | 33 | 95.4456% | 33 | 94.9613% | 37 | |
dtchi | 89.0615% | 50 | 91.1264% | 53 | 91.9210% | 42 | 93.4556% | 47 | 94.5896% | 45 | 95.0142% | 45 | 94.3150% | 57 | |
dtchi2 | 89.6770% | 38 | 91.7300% | 38 | 92.2109% | 40 | 94.0166% | 35 | 94.9357% | 39 | 95.2580% | 38 | 94.9681% | 34 | |
dtbc | 89.0854% | 47 | 91.2509% | 43 | 91.7727% | 51 | 93.4147% | 49 | 94.4003% | 50 | 94.8863% | 53 | 94.5708% | 49 | |
dthl | 89.0768% | 49 | 91.1605% | 50 | 91.9347% | 41 | 93.4863% | 46 | 94.6134% | 44 | 95.0483% | 44 | 94.3150% | 57 | |
dtchr | 89.8322% | 32 | 91.8034% | 33 | 92.5161% | 34 | 93.9126% | 38 | 95.0261% | 33 | 95.4456% | 33 | 94.9613% | 37 | |
dtchr2 | 89.7964% | 36 | 91.8392% | 32 | 92.5587% | 33 | 94.1138% | 32 | 95.0824% | 32 | 95.4473% | 32 | 94.7840% | 44 | |
dtjac | 89.0598% | 51 | 91.1452% | 51 | 91.8835% | 43 | 93.3670% | 55 | 94.4054% | 48 | 94.9425% | 46 | 94.4634% | 55 | |
dtper | 89.0598% | 51 | 91.1452% | 51 | 91.8835% | 43 | 93.3670% | 55 | 94.4054% | 48 | 94.9425% | 46 | 94.4634% | 55 | |
dtm | 94.3815% | 2 | 94.4719% | 4 | 94.9579% | 2 | 95.6144% | 9 | 96.2777% | 20 | 96.4465% | 22 | 96.6426% | 7 | |
dtmc | 94.5845% | 1 | 94.7669% | 1 | 94.9596% | 1 | 95.6485% | 7 | 96.2453% | 24 | 96.3953% | 24 | 95.6962% | 29 | |
gco | 92.2791% | 6 | 93.6398% | 10 | 94.0593% | 12 | 95.5632% | 11 | 96.5795% | 9 | 96.7909% | 10 | 96.2930% | 20 | |
mgco | 89.3019% | 40 | 90.3489% | 60 | 92.7497% | 32 | 93.8717% | 40 | 93.0038% | 60 | 92.1819% | 60 | 89.3173% | 61 | |
mlr | 94.3474% | 4 | 94.5077% | 3 | 94.9425% | 3 | 95.6041% | 10 | 96.2674% | 21 | 96.4124% | 23 | 96.6528% | 6 | |
ogc | 92.1597% | 8 | 93.5750% | 12 | 94.1599% | 7 | 95.7269% | 1 | 96.8011% | 6 | 97.1712% | 5 | 96.5079% | 10 | |
omgc | 92.2365% | 7 | 93.5887% | 11 | 94.1565% | 10 | 95.6706% | 5 | 96.8523% | 5 | 97.1899% | 4 | 96.5079% | 10 | |
ogco | 91.7880% | 18 | 93.1794% | 21 | 94.0252% | 15 | 95.5376% | 12 | 96.6119% | 7 | 97.0143% | 7 | 96.0901% | 26 | |
joinedin | 90.9644% | 92.4257% | 94.2264% | 95.7917% | 97.0126% | 97.2002% | 96.8608% | ||||||||
oracle | 94.2025% | 95.4933% | 95.6144% | 96.9052% | 97.7987% | 98.0101% | 97.6963% | ||||||||
cdc | 0.947 | 0.9576 | 0.9687 | 0.9723 | 0.9786 | 0.9801 | 0.9819 |