Табела SVMoo13_24: | Резултати на комбинирањето на двете множества еден-против-еден SVM класификатори со гаусов кернел за унијата од првото и третото и унијата од второто и четвртото множество обележја | ||||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | без.опт | R | ||
FS13 | 87.7400% | 89.7913% | 90.7837% | 92.8588% | 94.9783% | 95.3518% | 95.2102% | ||||||||
FS24 | 91.0906% | 92.9151% | 93.5784% | 95.2853% | 96.4516% | 96.9017% | 96.4584% | ||||||||
- | - | - | - | - | - | - | - | ||||||||
- | - | - | - | - | - | - | - | ||||||||
vote | 90.6899% | 23 | 92.3098% | 19 | 93.2391% | 19 | 94.7959% | 19 | 96.1890% | 14 | 96.4789% | 14 | 96.2248% | 14 | |
borda | 90.3693% | 25 | 92.1273% | 23 | 93.0907% | 23 | 94.7004% | 23 | 96.0986% | 18 | 96.3697% | 15 | 96.0952% | 19 | |
bks | 92.2842% | 6 | 93.5852% | 6 | 94.0132% | 7 | 95.3944% | 10 | 96.5045% | 9 | 96.7074% | 9 | 96.3220% | 14 | |
bksv | 92.2842% | 6 | 93.5921% | 5 | 94.0201% | 6 | 95.4080% | 9 | 96.5062% | 8 | 96.7244% | 8 | 96.3356% | 13 | |
avg | 91.8733% | 12 | 93.2152% | 10 | 93.7745% | 14 | 95.4097% | 7 | 96.6477% | 3 | 97.0006% | 2 | 96.6289% | 4 | |
prod | 91.9449% | 10 | 93.2118% | 12 | 93.7643% | 16 | 95.3859% | 12 | 96.6494% | 2 | 96.9631% | 6 | 96.6016% | 7 | |
harm | 90.9218% | 20 | 92.2160% | 20 | 93.1504% | 22 | 94.9408% | 18 | 96.1822% | 15 | 96.5573% | 13 | 96.1259% | 18 | |
cprod | 91.7829% | 15 | 93.1521% | 15 | 93.6910% | 18 | 95.4217% | 6 | 96.6085% | 5 | 96.9717% | 5 | 96.6238% | 6 | |
maxmax | 89.8135% | 38 | 91.3344% | 35 | 92.3098% | 29 | 94.0678% | 29 | 95.2426% | 31 | 95.6826% | 29 | 95.5530% | 29 | |
minmax | 90.2909% | 28 | 91.5084% | 28 | 92.2740% | 31 | 93.9467% | 31 | 95.5325% | 26 | 96.0117% | 24 | 95.7405% | 26 | |
med | 91.8733% | 12 | 93.2152% | 10 | 93.7745% | 14 | 95.4097% | 7 | 96.6477% | 3 | 97.0006% | 2 | 96.6289% | 4 | |
adavg3 | 88.8739% | 56 | 91.2390% | 38 | 92.2859% | 30 | 94.1207% | 27 | 95.7167% | 22 | 96.1174% | 22 | 95.8002% | 24 | |
dempp1 | 89.2235% | 51 | 90.7803% | 54 | 91.2509% | 52 | 93.0890% | 53 | 93.7779% | 53 | 94.4668% | 52 | 94.3031% | 49 | |
dempp2 | 89.3548% | 43 | 91.0088% | 42 | 91.5203% | 45 | 93.4522% | 41 | 94.2605% | 43 | 94.9494% | 40 | 94.6816% | 42 | |
dempp3 | 88.9438% | 55 | 90.5586% | 57 | 90.6166% | 58 | 92.4905% | 58 | 92.9918% | 60 | 93.8052% | 57 | 94.2076% | 57 | |
dempp4 | 90.9048% | 22 | 92.1785% | 21 | 93.2169% | 21 | 94.7294% | 22 | 95.4933% | 28 | 95.6297% | 30 | 96.4073% | 10 | |
dempi1 | 77.1442% | 65 | 78.2048% | 64 | 79.5792% | 64 | 82.6194% | 64 | 85.0373% | 63 | 88.1288% | 61 | 85.4551% | 65 | |
dempi2 | 73.6231% | 67 | 74.7280% | 67 | 75.1748% | 66 | 76.2831% | 67 | 78.6959% | 66 | 80.6926% | 65 | 78.3719% | 67 | |
dempi3 | 35.6205% | 72 | 41.8375% | 72 | 40.7564% | 72 | 48.6052% | 72 | 56.9979% | 72 | 59.1396% | 71 | 43.5511% | 73 | |
dempi4 | 81.6765% | 62 | 82.6604% | 61 | 82.6996% | 62 | 85.9871% | 61 | 85.0902% | 62 | 86.3333% | 64 | 88.7205% | 62 | |
dempi5 | 74.2591% | 66 | 75.0418% | 66 | 73.2428% | 69 | 76.6941% | 66 | 76.4178% | 67 | 77.2073% | 68 | 74.7962% | 71 | |
dempc | 72.1311% | 69 | 75.2941% | 65 | 76.5457% | 65 | 68.2928% | 69 | 70.3151% | 70 | 71.0910% | 70 | 84.8685% | 66 | |
dempse | 90.3045% | 27 | 91.9057% | 26 | 92.5656% | 26 | 94.3236% | 25 | 95.4285% | 30 | 95.9179% | 26 | 95.1693% | 32 | |
dempmnk | 89.0973% | 52 | 90.8400% | 47 | 91.2816% | 50 | 93.3533% | 44 | 94.2144% | 44 | 94.8931% | 43 | 94.7635% | 38 | |
dempch | 90.9167% | 21 | 92.1785% | 21 | 93.2340% | 20 | 94.7481% | 21 | 95.5018% | 27 | 95.6911% | 28 | 96.4038% | 11 | |
dempcan | 88.3777% | 60 | 90.1323% | 59 | 90.6012% | 59 | 92.2399% | 60 | 93.1351% | 59 | 93.6603% | 59 | 93.3192% | 60 | |
dempas | 89.9004% | 34 | 91.4180% | 29 | 91.9654% | 38 | 93.5750% | 37 | 94.4566% | 36 | 95.1540% | 32 | 94.8812% | 35 | |
dempchi | 89.4451% | 39 | 90.9781% | 44 | 91.6755% | 42 | 93.1948% | 45 | 93.8666% | 48 | 94.6169% | 47 | 94.0780% | 59 | |
dempchi2 | 90.0113% | 30 | 91.4129% | 32 | 92.1086% | 34 | 93.6517% | 32 | 94.4122% | 39 | 95.0517% | 37 | 94.6527% | 45 | |
dempbc | 89.3667% | 42 | 90.8314% | 48 | 91.3089% | 48 | 93.0942% | 52 | 93.7182% | 56 | 94.4907% | 48 | 94.1479% | 58 | |
demphl | 89.3821% | 40 | 90.9798% | 43 | 91.6942% | 41 | 93.1879% | 46 | 93.9894% | 47 | 94.7072% | 44 | 94.3798% | 46 | |
dempchr | 89.8765% | 37 | 91.4146% | 31 | 91.9858% | 37 | 93.6057% | 34 | 94.4770% | 33 | 95.1489% | 33 | 94.8965% | 34 | |
dempchr2 | 89.8970% | 35 | 91.3293% | 36 | 92.0915% | 35 | 93.6023% | 35 | 94.4156% | 38 | 95.0397% | 38 | 94.7243% | 39 | |
dempjac | 89.3104% | 47 | 90.8093% | 49 | 91.3020% | 49 | 93.1061% | 49 | 93.7592% | 55 | 94.4821% | 49 | 94.2332% | 56 | |
dempper | 89.2525% | 48 | 90.7888% | 50 | 91.2577% | 51 | 93.0890% | 53 | 93.7643% | 54 | 94.4583% | 53 | 94.2895% | 50 | |
dempm | 92.9833% | 5 | 93.3124% | 9 | 93.8853% | 9 | 94.7925% | 20 | 95.9213% | 21 | 96.1788% | 20 | 96.1600% | 16 | |
dempmc | 94.1172% | 4 | 94.4105% | 4 | 94.8129% | 4 | 95.3927% | 11 | 96.0594% | 19 | 96.3578% | 16 | 95.9452% | 20 | |
pprod | 91.0633% | 19 | 91.9824% | 25 | 92.5536% | 27 | 94.1769% | 26 | 95.6451% | 25 | 96.1225% | 21 | 95.8377% | 23 | |
bayes | 91.9261% | 11 | 93.3704% | 8 | 93.8836% | 10 | 95.1608% | 15 | 96.3254% | 11 | 96.5692% | 12 | 96.3970% | 12 | |
fi | 88.8586% | 57 | 91.1946% | 39 | 92.1904% | 32 | 94.1207% | 27 | 95.6945% | 23 | 96.1123% | 23 | 95.7951% | 25 | |
dtp1 | 89.2286% | 49 | 90.7854% | 51 | 91.2407% | 53 | 93.1044% | 50 | 93.7830% | 51 | 94.4719% | 50 | 94.3628% | 47 | |
dtp2 | 89.3292% | 44 | 91.0105% | 40 | 91.5067% | 46 | 93.4454% | 42 | 94.2758% | 41 | 94.9477% | 41 | 94.7175% | 40 | |
dtp3 | 88.5210% | 58 | 90.2824% | 58 | 90.5859% | 60 | 92.5332% | 57 | 93.5818% | 57 | 94.0797% | 56 | 94.2775% | 51 | |
dtp4 | 91.5510% | 17 | 93.1590% | 13 | 93.8018% | 12 | 95.1540% | 16 | 96.1737% | 16 | 96.3220% | 17 | 95.9281% | 21 | |
dti1 | 79.9031% | 63 | 80.9416% | 63 | 80.9382% | 63 | 83.2435% | 63 | 85.3750% | 61 | 87.3819% | 62 | 85.8797% | 64 | |
dti2 | 72.9308% | 68 | 73.6572% | 69 | 74.1994% | 68 | 74.6445% | 68 | 75.9472% | 68 | 79.4223% | 66 | 76.4144% | 69 | |
dti3 | 68.8026% | 70 | 72.7552% | 70 | 66.6252% | 70 | 62.9881% | 71 | 64.7103% | 71 | 55.1581% | 72 | 63.3803% | 72 | |
dti4 | 81.7464% | 61 | 81.5605% | 62 | 83.4243% | 61 | 85.3511% | 62 | 84.2854% | 64 | 87.1858% | 63 | 86.6811% | 63 | |
dti5 | 77.5040% | 64 | 74.6274% | 68 | 75.0793% | 67 | 80.0003% | 65 | 80.9467% | 65 | 78.3157% | 67 | 76.5201% | 68 | |
dtc | 68.1445% | 71 | 72.6631% | 71 | 65.5526% | 71 | 67.0412% | 70 | 71.1575% | 69 | 71.9094% | 69 | 75.4016% | 70 | |
dte | 90.3523% | 26 | 91.7522% | 27 | 92.3695% | 28 | 94.0507% | 30 | 94.9459% | 32 | 95.5547% | 31 | 95.3364% | 30 | |
dtse | 90.4086% | 24 | 92.0404% | 24 | 92.5775% | 25 | 94.3509% | 24 | 95.4677% | 29 | 95.9418% | 25 | 95.0994% | 33 | |
dtmnk | 89.3292% | 44 | 91.0105% | 40 | 91.5067% | 46 | 93.4454% | 42 | 94.2758% | 41 | 94.9477% | 41 | 94.7175% | 40 | |
dtch | 91.5510% | 17 | 93.1590% | 13 | 93.8018% | 12 | 95.1540% | 16 | 96.1737% | 16 | 96.3220% | 17 | 95.9281% | 21 | |
dtcan | 88.4596% | 59 | 90.1050% | 60 | 90.6268% | 57 | 92.3524% | 59 | 93.2493% | 58 | 93.7592% | 58 | 93.1044% | 61 | |
dtas | 89.9396% | 32 | 91.3941% | 33 | 91.9108% | 39 | 93.5665% | 38 | 94.4651% | 34 | 95.1369% | 34 | 94.8675% | 36 | |
dtchi | 89.3292% | 44 | 90.8570% | 46 | 91.5254% | 44 | 93.1146% | 47 | 94.0661% | 46 | 94.6407% | 46 | 94.2520% | 52 | |
dtchi2 | 89.9720% | 31 | 91.4180% | 29 | 92.1256% | 33 | 93.6330% | 33 | 94.3440% | 40 | 95.0397% | 38 | 94.6714% | 43 | |
dtbc | 89.2286% | 49 | 90.7854% | 51 | 91.2407% | 53 | 93.1044% | 50 | 93.7830% | 51 | 94.4719% | 50 | 94.3628% | 47 | |
dthl | 89.3718% | 41 | 90.9030% | 45 | 91.5885% | 43 | 93.1146% | 47 | 94.1053% | 45 | 94.6782% | 45 | 94.2451% | 53 | |
dtchr | 89.9396% | 32 | 91.3941% | 33 | 91.9108% | 39 | 93.5665% | 38 | 94.4651% | 34 | 95.1369% | 34 | 94.8675% | 36 | |
dtchr2 | 89.8834% | 36 | 91.2935% | 37 | 92.0097% | 36 | 93.5545% | 40 | 94.4480% | 37 | 95.0534% | 36 | 94.6561% | 44 | |
dtjac | 89.0069% | 53 | 90.6643% | 55 | 91.2100% | 55 | 93.0208% | 55 | 93.7864% | 49 | 94.4054% | 54 | 94.2383% | 54 | |
dtper | 89.0069% | 53 | 90.6643% | 55 | 91.2100% | 55 | 93.0208% | 55 | 93.7864% | 49 | 94.4054% | 54 | 94.2383% | 54 | |
dtm | 94.3167% | 2 | 94.7328% | 1 | 95.0312% | 1 | 95.8582% | 2 | 96.3527% | 10 | 96.6596% | 10 | 96.7005% | 2 | |
dtmc | 94.3713% | 1 | 94.5623% | 3 | 94.9681% | 3 | 95.3671% | 13 | 95.9281% | 20 | 96.3084% | 19 | 95.5683% | 28 | |
gco | 92.0574% | 9 | 93.1061% | 16 | 93.8171% | 11 | 95.2409% | 14 | 96.2504% | 13 | 95.8923% | 27 | 95.6229% | 27 | |
mgco | 90.2602% | 29 | 90.7820% | 53 | 92.6031% | 24 | 93.5852% | 36 | 95.6638% | 24 | 91.9364% | 60 | 95.3347% | 31 | |
mlr | 94.1991% | 3 | 94.6169% | 2 | 95.0142% | 2 | 95.8735% | 1 | 96.3015% | 12 | 96.6409% | 11 | 96.6426% | 3 | |
ogc | 92.1308% | 8 | 93.3721% | 7 | 94.0900% | 5 | 95.6723% | 3 | 96.7670% | 1 | 97.2053% | 1 | 96.5420% | 8 | |
omgc | 91.8272% | 14 | 93.0260% | 17 | 93.7148% | 17 | 95.5632% | 4 | 96.5982% | 6 | 96.9290% | 7 | 96.4993% | 9 | |
ogco | 91.6550% | 16 | 92.9697% | 18 | 93.9263% | 8 | 95.4592% | 5 | 96.5266% | 7 | 96.9887% | 4 | 96.1413% | 17 | |
joinedin | 90.9644% | 92.4257% | 94.2264% | 95.7917% | 97.0126% | 97.2002% | 96.8608% | ||||||||
oracle | 94.2878% | 95.3620% | 95.5751% | 96.8625% | 97.7970% | 98.0374% | 97.8089% | ||||||||
cdc | 0.9165 | 0.9332 | 0.9508 | 0.9558 | 0.9638 | 0.9667 | 0.9661 |