Табела SVMoo24: | Резултати на комбинирањето на двете множества еден-против-еден SVM класификатори со гаусов кернел за второто и четвртото множество обележја | ||||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | без.опт | R | ||
- | - | - | - | - | - | - | - | ||||||||
FS2 | 87.5183% | 90.0471% | 91.6840% | 93.0345% | 94.6527% | 95.0977% | 94.8573% | ||||||||
- | - | - | - | - | - | - | - | ||||||||
FS4 | 89.5168% | 91.6005% | 92.2586% | 94.1172% | 95.5803% | 95.9452% | 94.1241% | ||||||||
vote | 90.0556% | 20 | 92.0421% | 15 | 92.9424% | 17 | 94.4174% | 15 | 95.8411% | 8 | 96.1344% | 8 | 95.1216% | 18 | |
borda | 89.6600% | 25 | 91.7266% | 21 | 92.7599% | 22 | 94.3048% | 17 | 95.7508% | 10 | 96.0389% | 10 | 94.9664% | 22 | |
bks | 90.7649% | 9 | 92.1580% | 14 | 93.2885% | 13 | 94.6151% | 13 | 95.6382% | 13 | 95.9179% | 15 | 95.4234% | 10 | |
bksv | 90.7632% | 10 | 92.1614% | 13 | 93.2920% | 12 | 94.6169% | 12 | 95.6434% | 12 | 95.9298% | 14 | 95.4438% | 9 | |
avg | 90.5245% | 13 | 92.5400% | 9 | 93.5563% | 7 | 94.7516% | 7 | 96.2043% | 2 | 96.4516% | 3 | 95.8173% | 2 | |
prod | 90.4648% | 16 | 92.4786% | 11 | 93.5051% | 11 | 94.7072% | 10 | 96.1395% | 6 | 96.4090% | 6 | 95.7644% | 5 | |
harm | 89.6958% | 23 | 92.0148% | 17 | 92.8367% | 19 | 94.2537% | 18 | 95.8036% | 9 | 96.0901% | 9 | 95.4097% | 11 | |
cprod | 90.5023% | 15 | 92.6355% | 8 | 93.5887% | 6 | 94.8061% | 5 | 96.1481% | 5 | 96.4397% | 5 | 95.7678% | 4 | |
maxmax | 89.3803% | 26 | 91.2901% | 23 | 92.3473% | 24 | 93.6091% | 28 | 94.7243% | 28 | 95.1148% | 28 | 94.3918% | 26 | |
minmax | 89.6805% | 24 | 91.2611% | 24 | 92.5604% | 23 | 93.9177% | 23 | 95.3364% | 22 | 95.7218% | 22 | 95.2426% | 18 | |
med | 90.5245% | 13 | 92.5400% | 9 | 93.5563% | 7 | 94.7516% | 7 | 96.2043% | 2 | 96.4516% | 3 | 95.8173% | 2 | |
adavg3 | 88.9148% | 28 | 91.2458% | 25 | 92.3337% | 25 | 93.8376% | 24 | 95.2137% | 24 | 95.6297% | 23 | 94.2707% | 28 | |
dempp1 | 87.8031% | 46 | 89.7572% | 50 | 90.7121% | 54 | 92.3456% | 47 | 93.0191% | 50 | 93.7779% | 47 | 93.2476% | 49 | |
dempp2 | 87.8150% | 45 | 89.9806% | 43 | 90.9542% | 42 | 92.5963% | 41 | 93.5239% | 42 | 94.3423% | 38 | 93.8223% | 35 | |
dempp3 | 86.5055% | 60 | 88.3470% | 60 | 89.8936% | 58 | 91.5374% | 58 | 91.7778% | 59 | 93.4045% | 57 | 93.4522% | 41 | |
dempp4 | 89.7129% | 21 | 91.0378% | 28 | 91.0821% | 39 | 92.1273% | 54 | 94.2844% | 31 | 94.5333% | 32 | 95.0312% | 21 | |
dempi1 | 74.8661% | 64 | 77.6353% | 64 | 76.6531% | 64 | 81.0166% | 64 | 85.2709% | 61 | 86.0127% | 61 | 83.1156% | 64 | |
dempi2 | 73.6299% | 65 | 74.4842% | 67 | 73.3912% | 65 | 75.9455% | 65 | 77.9473% | 65 | 78.2645% | 65 | 75.4971% | 67 | |
dempi3 | 46.4721% | 71 | 43.0856% | 72 | 44.3713% | 72 | 53.8622% | 72 | 56.7780% | 71 | 56.8530% | 72 | 40.0982% | 73 | |
dempi4 | 81.1803% | 61 | 81.8777% | 62 | 80.9996% | 62 | 81.1513% | 63 | 81.1650% | 64 | 83.1838% | 64 | 84.8276% | 62 | |
dempi5 | 73.2514% | 66 | 74.6240% | 66 | 71.3928% | 68 | 71.5957% | 69 | 74.5302% | 68 | 74.6769% | 67 | 71.3570% | 70 | |
dempc | 63.1859% | 70 | 67.5835% | 69 | 67.6090% | 69 | 73.2275% | 68 | 67.7523% | 69 | 67.0617% | 69 | 82.3040% | 66 | |
dempse | 88.8569% | 29 | 90.4086% | 36 | 92.1410% | 27 | 93.7899% | 26 | 94.8760% | 27 | 95.5700% | 26 | 94.1837% | 30 | |
dempmnk | 87.7553% | 56 | 89.9925% | 42 | 90.8570% | 45 | 92.6440% | 38 | 93.4915% | 43 | 94.3338% | 39 | 93.6176% | 39 | |
dempch | 89.6975% | 22 | 91.0395% | 27 | 91.2509% | 37 | 92.4019% | 42 | 94.3969% | 30 | 94.7123% | 30 | 95.0789% | 20 | |
dempcan | 87.4484% | 58 | 89.4861% | 55 | 89.8100% | 59 | 91.6959% | 56 | 92.4905% | 57 | 93.1266% | 59 | 91.7812% | 60 | |
dempas | 88.6898% | 37 | 90.4904% | 33 | 91.5732% | 33 | 92.7412% | 37 | 93.6961% | 35 | 94.2622% | 41 | 93.3499% | 43 | |
dempchi | 88.1509% | 44 | 89.2883% | 57 | 90.7683% | 49 | 92.0574% | 55 | 92.9936% | 55 | 93.7540% | 53 | 92.6900% | 58 | |
dempchi2 | 88.5465% | 40 | 90.0573% | 41 | 91.2441% | 38 | 92.8060% | 32 | 93.7097% | 34 | 94.5043% | 34 | 93.7268% | 38 | |
dempbc | 87.7690% | 55 | 89.7009% | 53 | 90.6967% | 55 | 92.2433% | 53 | 92.9987% | 54 | 93.7336% | 55 | 93.0174% | 53 | |
demphl | 88.2618% | 41 | 89.4571% | 56 | 90.8348% | 46 | 92.2944% | 49 | 93.2118% | 46 | 93.9774% | 44 | 93.0686% | 52 | |
dempchr | 88.7068% | 36 | 90.4785% | 34 | 91.5561% | 34 | 92.7514% | 36 | 93.6944% | 36 | 94.2741% | 40 | 93.3363% | 46 | |
dempchr2 | 88.6471% | 39 | 90.1460% | 38 | 91.2969% | 35 | 92.8486% | 31 | 93.7336% | 33 | 94.5265% | 33 | 93.7523% | 36 | |
dempjac | 87.7792% | 52 | 89.7180% | 52 | 90.7240% | 52 | 92.2910% | 50 | 93.0174% | 53 | 93.7540% | 53 | 93.1453% | 51 | |
dempper | 87.8031% | 46 | 89.7487% | 51 | 90.7138% | 53 | 92.3234% | 48 | 93.0225% | 49 | 93.7745% | 50 | 93.2391% | 50 | |
dempm | 92.3047% | 5 | 92.9748% | 5 | 93.5102% | 10 | 94.1548% | 21 | 95.3160% | 23 | 95.4541% | 27 | 94.6356% | 25 | |
dempmc | 93.7251% | 3 | 93.7694% | 3 | 94.2554% | 4 | 94.7430% | 9 | 95.6246% | 14 | 95.7627% | 20 | 94.8829% | 24 | |
pprod | 90.3369% | 17 | 91.6465% | 22 | 92.8759% | 18 | 94.0712% | 22 | 95.4438% | 20 | 95.8753% | 16 | 95.3006% | 16 | |
bayes | 90.7189% | 11 | 92.0165% | 16 | 93.0788% | 16 | 94.4446% | 14 | 95.6195% | 15 | 95.9912% | 13 | 95.3381% | 14 | |
fi | 88.8142% | 31 | 91.0855% | 26 | 92.0762% | 28 | 93.7148% | 27 | 95.1796% | 25 | 95.5973% | 24 | 94.0661% | 31 | |
dtp1 | 87.7980% | 48 | 89.7623% | 48 | 90.7308% | 50 | 92.3524% | 44 | 93.0191% | 50 | 93.7779% | 47 | 93.3295% | 47 | |
dtp2 | 87.7946% | 50 | 89.9806% | 43 | 90.9457% | 43 | 92.6082% | 39 | 93.5392% | 40 | 94.3560% | 36 | 93.8529% | 33 | |
dtp3 | 86.6521% | 59 | 88.7529% | 58 | 90.0078% | 57 | 91.4385% | 59 | 92.4343% | 58 | 93.5665% | 56 | 93.5938% | 40 | |
dtp4 | 90.2193% | 18 | 91.8630% | 19 | 92.7838% | 20 | 94.2383% | 19 | 95.5871% | 17 | 95.9963% | 11 | 95.3773% | 12 | |
dti1 | 77.6575% | 63 | 79.4956% | 63 | 77.8467% | 63 | 81.6577% | 62 | 84.9078% | 62 | 85.4875% | 62 | 82.8053% | 65 | |
dti2 | 72.9410% | 67 | 73.4969% | 68 | 72.5199% | 66 | 74.1278% | 67 | 75.7170% | 67 | 76.4281% | 66 | 73.7220% | 68 | |
dti3 | 68.1121% | 69 | 67.2680% | 70 | 61.5762% | 70 | 66.2876% | 70 | 61.8303% | 70 | 59.7671% | 71 | 54.6960% | 72 | |
dti4 | 81.0388% | 62 | 82.6280% | 61 | 82.2239% | 61 | 82.6450% | 61 | 83.8813% | 63 | 85.1806% | 63 | 83.6971% | 63 | |
dti5 | 72.9120% | 68 | 74.8661% | 65 | 71.8344% | 67 | 75.5294% | 66 | 76.2200% | 66 | 73.6555% | 68 | 67.5153% | 71 | |
dtc | 40.1698% | 72 | 55.3149% | 71 | 52.5458% | 71 | 58.4899% | 71 | 53.1000% | 72 | 66.5553% | 70 | 72.8524% | 69 | |
dte | 89.0257% | 27 | 90.9764% | 29 | 91.8426% | 29 | 93.3022% | 29 | 94.4037% | 29 | 95.0159% | 29 | 94.2076% | 29 | |
dtse | 88.7699% | 35 | 90.4546% | 35 | 92.1836% | 26 | 93.8223% | 25 | 94.9306% | 26 | 95.5837% | 25 | 93.9467% | 32 | |
dtmnk | 87.7946% | 50 | 89.9806% | 43 | 90.9457% | 43 | 92.6082% | 39 | 93.5392% | 40 | 94.3560% | 36 | 93.8529% | 33 | |
dtch | 90.2193% | 18 | 91.8630% | 19 | 92.7838% | 20 | 94.2383% | 19 | 95.5871% | 17 | 95.9963% | 11 | 95.3773% | 12 | |
dtcan | 87.4552% | 57 | 89.6498% | 54 | 90.1835% | 56 | 91.6840% | 57 | 92.6628% | 56 | 93.1453% | 58 | 91.7982% | 59 | |
dtas | 88.7801% | 32 | 90.5040% | 31 | 91.6039% | 31 | 92.7531% | 34 | 93.6944% | 36 | 94.2622% | 41 | 93.3448% | 44 | |
dtchi | 88.1748% | 43 | 90.0948% | 40 | 91.0088% | 41 | 92.3507% | 46 | 93.3499% | 45 | 93.8683% | 46 | 92.7241% | 56 | |
dtchi2 | 88.6676% | 38 | 90.1289% | 39 | 91.2697% | 36 | 92.7958% | 33 | 93.6927% | 39 | 94.4992% | 35 | 93.7285% | 37 | |
dtbc | 87.7980% | 48 | 89.7623% | 48 | 90.7308% | 50 | 92.3524% | 44 | 93.0191% | 50 | 93.7779% | 47 | 93.3295% | 47 | |
dthl | 88.2550% | 42 | 90.1545% | 37 | 91.0599% | 40 | 92.4019% | 42 | 93.4028% | 44 | 93.9041% | 45 | 92.7173% | 57 | |
dtchr | 88.7801% | 32 | 90.5040% | 31 | 91.6039% | 31 | 92.7531% | 34 | 93.6944% | 36 | 94.2622% | 41 | 93.3448% | 44 | |
dtchr2 | 88.8381% | 30 | 90.7189% | 30 | 91.6311% | 30 | 92.9697% | 30 | 94.0183% | 32 | 94.5401% | 31 | 93.3943% | 42 | |
dtjac | 87.7758% | 53 | 89.9652% | 46 | 90.7803% | 47 | 92.2791% | 51 | 93.1180% | 47 | 93.7643% | 51 | 93.0004% | 54 | |
dtper | 87.7758% | 53 | 89.9652% | 46 | 90.7803% | 47 | 92.2791% | 51 | 93.1180% | 47 | 93.7643% | 51 | 93.0004% | 54 | |
dtm | 93.7353% | 2 | 93.9229% | 2 | 94.3389% | 2 | 94.9886% | 2 | 95.6570% | 11 | 95.8275% | 17 | 95.6229% | 6 | |
dtmc | 94.2161% | 1 | 94.1889% | 1 | 94.6373% | 1 | 95.0022% | 1 | 95.5581% | 19 | 95.7303% | 21 | 94.3867% | 27 | |
gco | 90.6660% | 12 | 91.9875% | 18 | 93.1249% | 15 | 94.3116% | 16 | 95.4063% | 21 | 95.7644% | 19 | 95.2682% | 17 | |
mgco | 88.7801% | 32 | 88.7068% | 59 | 84.1933% | 60 | 89.1808% | 60 | 91.0071% | 60 | 86.2872% | 60 | 89.0359% | 61 | |
mlr | 93.6006% | 4 | 93.7148% | 4 | 94.2980% | 3 | 94.9477% | 3 | 95.5990% | 16 | 95.8002% | 18 | 95.5121% | 7 | |
ogc | 90.8962% | 7 | 92.6764% | 6 | 93.5443% | 9 | 94.8812% | 4 | 96.2896% | 1 | 96.6375% | 1 | 95.3245% | 15 | |
omgc | 90.9508% | 6 | 92.6645% | 7 | 93.6074% | 5 | 94.7891% | 6 | 96.2026% | 4 | 96.4976% | 2 | 95.4899% | 8 | |
ogco | 90.8041% | 8 | 92.3933% | 12 | 93.1555% | 14 | 94.6424% | 11 | 96.0287% | 7 | 96.3851% | 7 | 94.9135% | 23 | |
joinedin | 91.1520% | 92.9066% | 93.5716% | 95.2682% | 96.4789% | 96.8932% | 96.4482% | ||||||||
oracle | 93.4574% | 94.7874% | 95.5155% | 96.4857% | 97.3809% | 97.6742% | 97.1013% | ||||||||
cdc | 0.918 | 0.9337 | 0.9388 | 0.9481 | 0.9598 | 0.9593 | 0.9505 |