Табела SVMoo12: | Резултати на комбинирањето на двете множества еден-против-еден SVM класификатори со гаусов кернел за првото и второто множество обележја | ||||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | без.опт | R | ||
FS1 | 83.7926% | 85.4909% | 87.4331% | 89.3974% | 91.7283% | 92.6235% | 92.4274% | ||||||||
FS2 | 87.5183% | 90.0471% | 91.6840% | 93.0345% | 94.6527% | 95.0977% | 94.8573% | ||||||||
- | - | - | - | - | - | - | - | ||||||||
- | - | - | - | - | - | - | - | ||||||||
vote | 87.2881% | 20 | 89.2371% | 18 | 90.8928% | 17 | 92.3490% | 16 | 94.0422% | 13 | 94.6134% | 12 | 94.5197% | 12 | |
borda | 86.8908% | 23 | 88.8705% | 21 | 90.6729% | 18 | 92.1376% | 19 | 94.0030% | 14 | 94.4463% | 16 | 94.3304% | 16 | |
bks | 88.1185% | 10 | 90.6166% | 6 | 92.2638% | 5 | 93.3516% | 2 | 94.6493% | 6 | 94.9903% | 7 | 94.7703% | 9 | |
bksv | 88.1185% | 10 | 90.6166% | 6 | 92.2638% | 5 | 93.3516% | 2 | 94.6475% | 7 | 94.9903% | 7 | 94.7703% | 9 | |
avg | 88.2021% | 7 | 90.3881% | 11 | 91.9142% | 8 | 93.0925% | 5 | 94.8351% | 1 | 95.2443% | 2 | 95.0039% | 4 | |
prod | 88.2754% | 6 | 90.4034% | 10 | 91.7965% | 11 | 93.0157% | 10 | 94.7277% | 4 | 95.2102% | 4 | 94.9783% | 6 | |
harm | 86.6197% | 29 | 88.7222% | 25 | 90.0164% | 25 | 92.1239% | 21 | 94.0576% | 12 | 94.6169% | 11 | 94.5623% | 12 | |
cprod | 88.1390% | 9 | 90.2943% | 15 | 91.9006% | 10 | 93.0703% | 8 | 94.7192% | 5 | 95.1011% | 6 | 94.8658% | 8 | |
maxmax | 87.0392% | 22 | 88.5772% | 28 | 90.0300% | 24 | 91.2867% | 28 | 92.9100% | 30 | 93.3158% | 29 | 92.8998% | 32 | |
minmax | 86.8414% | 25 | 88.8688% | 22 | 89.8118% | 26 | 91.7300% | 25 | 93.3943% | 25 | 93.9263% | 24 | 93.7165% | 27 | |
med | 88.2021% | 7 | 90.3881% | 11 | 91.9142% | 8 | 93.0925% | 5 | 94.8351% | 1 | 95.2443% | 2 | 95.0039% | 4 | |
adavg3 | 85.4824% | 43 | 87.4945% | 42 | 89.7333% | 27 | 91.3464% | 26 | 93.3568% | 26 | 93.9041% | 25 | 93.7199% | 26 | |
dempp1 | 85.0425% | 50 | 87.0579% | 52 | 88.4971% | 48 | 90.2738% | 51 | 91.4947% | 51 | 91.8989% | 50 | 91.6226% | 51 | |
dempp2 | 84.9930% | 51 | 87.1244% | 45 | 88.6454% | 45 | 90.4273% | 41 | 91.8511% | 45 | 92.1359% | 47 | 91.7710% | 48 | |
dempp3 | 83.0508% | 59 | 84.2155% | 59 | 86.3298% | 59 | 88.4340% | 59 | 89.4383% | 59 | 89.1723% | 59 | 88.7068% | 60 | |
dempp4 | 86.6504% | 28 | 88.7835% | 24 | 89.2917% | 35 | 89.8800% | 54 | 93.0532% | 29 | 92.8657% | 33 | 94.4088% | 15 | |
dempi1 | 74.0988% | 66 | 76.6361% | 65 | 79.0148% | 64 | 80.2561% | 62 | 84.8447% | 61 | 84.7031% | 62 | 84.5241% | 62 | |
dempi2 | 73.5924% | 67 | 73.9863% | 67 | 73.9113% | 65 | 75.6573% | 65 | 78.4487% | 65 | 79.3115% | 65 | 78.0684% | 66 | |
dempi3 | 35.7961% | 71 | 41.2287% | 71 | 45.1608% | 71 | 60.8498% | 70 | 64.0913% | 71 | 65.1042% | 69 | 64.2260% | 71 | |
dempi4 | 80.3993% | 62 | 80.2885% | 62 | 81.3355% | 62 | 80.3039% | 61 | 82.7183% | 64 | 84.8771% | 61 | 84.0876% | 64 | |
dempi5 | 74.5405% | 65 | 75.6624% | 66 | 73.6436% | 66 | 71.7031% | 67 | 74.0596% | 68 | 78.6686% | 67 | 74.2421% | 68 | |
dempc | 52.8425% | 70 | 55.8521% | 69 | 47.3945% | 69 | 45.5155% | 71 | 68.6679% | 69 | 53.0522% | 71 | 70.2623% | 70 | |
dempse | 86.7885% | 26 | 88.6710% | 27 | 90.0675% | 23 | 91.9756% | 24 | 93.6313% | 23 | 94.4446% | 17 | 94.1599% | 22 | |
dempmnk | 84.6230% | 56 | 87.0272% | 56 | 88.4596% | 53 | 90.2994% | 45 | 91.8272% | 47 | 92.2552% | 44 | 92.0438% | 43 | |
dempch | 86.6811% | 27 | 88.8057% | 23 | 89.3343% | 31 | 89.9891% | 53 | 93.1760% | 28 | 93.1027% | 30 | 94.4617% | 14 | |
dempcan | 84.1524% | 58 | 86.6641% | 58 | 87.4842% | 58 | 89.2695% | 57 | 90.6694% | 58 | 91.1980% | 58 | 90.6882% | 58 | |
dempas | 85.9411% | 31 | 87.9344% | 33 | 89.2780% | 36 | 90.5347% | 39 | 92.1973% | 37 | 92.6184% | 36 | 92.4343% | 37 | |
dempchi | 85.7995% | 35 | 87.3052% | 44 | 89.0427% | 40 | 90.5944% | 35 | 91.8989% | 42 | 91.8136% | 53 | 91.2901% | 57 | |
dempchi2 | 85.6921% | 39 | 87.6428% | 40 | 89.0154% | 41 | 90.8519% | 33 | 92.4002% | 34 | 92.8265% | 34 | 92.5826% | 35 | |
dempbc | 85.1823% | 45 | 87.0511% | 53 | 88.4493% | 54 | 90.2841% | 50 | 91.4265% | 54 | 91.7607% | 56 | 91.4027% | 56 | |
demphl | 85.7211% | 37 | 87.4535% | 43 | 89.1689% | 37 | 90.6746% | 34 | 92.1086% | 41 | 92.4223% | 41 | 92.0932% | 42 | |
dempchr | 85.9172% | 32 | 87.9531% | 32 | 89.3156% | 34 | 90.5467% | 38 | 92.2041% | 36 | 92.6099% | 37 | 92.4496% | 36 | |
dempchr2 | 85.6938% | 38 | 87.6837% | 38 | 89.1007% | 39 | 90.8536% | 32 | 92.4104% | 33 | 92.9390% | 32 | 92.6321% | 34 | |
dempjac | 85.1311% | 46 | 87.0784% | 48 | 88.4834% | 50 | 90.2977% | 46 | 91.4487% | 53 | 91.8392% | 52 | 91.5288% | 53 | |
dempper | 85.0732% | 47 | 87.0665% | 51 | 88.4869% | 49 | 90.2892% | 47 | 91.4726% | 52 | 91.8682% | 51 | 91.5987% | 52 | |
dempm | 89.8135% | 5 | 90.4972% | 9 | 91.5254% | 15 | 92.1342% | 20 | 93.4522% | 24 | 93.6381% | 27 | 93.6057% | 30 | |
dempmc | 91.5050% | 4 | 91.8869% | 4 | 92.2740% | 4 | 92.8111% | 11 | 93.6756% | 21 | 94.0951% | 22 | 93.8188% | 25 | |
pprod | 87.8747% | 14 | 89.5270% | 17 | 90.4716% | 21 | 92.0489% | 22 | 93.6466% | 22 | 94.1207% | 21 | 93.9075% | 23 | |
bayes | 87.9566% | 13 | 90.3114% | 14 | 91.7641% | 12 | 92.8111% | 11 | 94.3764% | 11 | 94.7857% | 10 | 94.6407% | 11 | |
fi | 85.4398% | 44 | 87.5200% | 41 | 89.6157% | 28 | 91.3396% | 27 | 93.2135% | 27 | 93.8495% | 26 | 93.6500% | 29 | |
dtp1 | 85.0493% | 48 | 87.0767% | 49 | 88.4834% | 50 | 90.2858% | 48 | 91.5016% | 49 | 91.9466% | 48 | 91.7062% | 49 | |
dtp2 | 84.9521% | 52 | 87.1176% | 46 | 88.6454% | 45 | 90.4256% | 42 | 91.8784% | 43 | 92.1921% | 45 | 91.8511% | 46 | |
dtp3 | 82.3193% | 60 | 83.7807% | 60 | 85.7535% | 60 | 87.1159% | 60 | 88.5926% | 60 | 89.0274% | 60 | 88.5056% | 61 | |
dtp4 | 87.6462% | 17 | 89.2132% | 19 | 90.5381% | 19 | 92.2655% | 17 | 93.9092% | 15 | 94.4873% | 14 | 94.2912% | 18 | |
dti1 | 76.4349% | 64 | 78.5561% | 63 | 79.9338% | 63 | 80.1657% | 63 | 84.3468% | 62 | 84.3911% | 63 | 84.3826% | 63 | |
dti2 | 72.6529% | 68 | 72.3783% | 68 | 71.8651% | 67 | 72.8865% | 66 | 76.5423% | 66 | 75.2890% | 68 | 74.1159% | 69 | |
dti3 | 54.0719% | 69 | 48.9786% | 70 | 40.2875% | 72 | 62.2191% | 69 | 64.5671% | 70 | 59.2675% | 70 | 55.2450% | 73 | |
dti4 | 80.4778% | 61 | 81.3167% | 61 | 82.1659% | 61 | 79.5775% | 64 | 82.8445% | 63 | 84.3297% | 64 | 83.1310% | 65 | |
dti5 | 76.8424% | 63 | 76.9055% | 64 | 71.4524% | 68 | 70.9051% | 68 | 75.9233% | 67 | 78.7317% | 66 | 75.0708% | 67 | |
dtc | 27.9337% | 72 | 38.9421% | 72 | 45.5274% | 70 | 44.0934% | 72 | 50.0256% | 72 | 50.3035% | 72 | 62.8875% | 72 | |
dte | 85.9854% | 30 | 88.0026% | 29 | 89.3548% | 30 | 90.8996% | 31 | 92.5639% | 32 | 93.0294% | 31 | 92.9390% | 31 | |
dtse | 86.8704% | 24 | 88.7068% | 26 | 90.1528% | 22 | 92.0216% | 23 | 93.7592% | 20 | 94.5197% | 13 | 94.1769% | 21 | |
dtmnk | 84.9521% | 52 | 87.1176% | 46 | 88.6454% | 45 | 90.4256% | 42 | 91.8784% | 43 | 92.1921% | 45 | 91.8511% | 46 | |
dtch | 87.6462% | 17 | 89.2132% | 19 | 90.5381% | 19 | 92.2655% | 17 | 93.9092% | 15 | 94.4873% | 14 | 94.2912% | 18 | |
dtcan | 84.2444% | 57 | 86.7868% | 57 | 87.7485% | 57 | 89.0751% | 58 | 90.7257% | 57 | 91.3447% | 57 | 90.5484% | 59 | |
dtas | 85.9138% | 33 | 87.9821% | 30 | 89.3207% | 32 | 90.5859% | 36 | 92.1478% | 38 | 92.5963% | 38 | 92.4070% | 38 | |
dtchi | 85.5097% | 42 | 87.7042% | 37 | 88.8995% | 44 | 90.2517% | 52 | 91.8272% | 47 | 92.2927% | 43 | 91.9517% | 45 | |
dtchi2 | 85.7365% | 36 | 87.6752% | 39 | 89.1433% | 38 | 90.9406% | 30 | 92.3575% | 35 | 92.6372% | 35 | 92.2569% | 41 | |
dtbc | 85.0493% | 48 | 87.0767% | 49 | 88.4834% | 50 | 90.2858% | 48 | 91.5016% | 49 | 91.9466% | 48 | 91.7062% | 49 | |
dthl | 85.5762% | 40 | 87.7093% | 36 | 88.9285% | 43 | 90.3301% | 44 | 91.8409% | 46 | 92.3251% | 42 | 91.9960% | 44 | |
dtchr | 85.9138% | 33 | 87.9821% | 30 | 89.3207% | 32 | 90.5859% | 36 | 92.1478% | 38 | 92.5963% | 38 | 92.4070% | 38 | |
dtchr2 | 85.5250% | 41 | 87.7298% | 35 | 88.9745% | 42 | 90.4904% | 40 | 92.1393% | 40 | 92.5963% | 38 | 92.3081% | 40 | |
dtjac | 84.8327% | 54 | 87.0358% | 54 | 88.2277% | 55 | 89.7930% | 55 | 91.2475% | 55 | 91.7863% | 54 | 91.4692% | 54 | |
dtper | 84.8327% | 54 | 87.0358% | 54 | 88.2277% | 55 | 89.7930% | 55 | 91.2475% | 55 | 91.7863% | 54 | 91.4692% | 54 | |
dtm | 91.8903% | 3 | 92.1614% | 3 | 92.7310% | 3 | 93.0328% | 9 | 93.8922% | 17 | 94.2809% | 18 | 94.2298% | 20 | |
dtmc | 92.4411% | 1 | 92.5911% | 1 | 92.8878% | 1 | 93.3465% | 4 | 93.8853% | 18 | 94.1889% | 20 | 93.8922% | 24 | |
gco | 87.8423% | 15 | 90.7769% | 5 | 92.0779% | 7 | 93.4062% | 1 | 94.5606% | 9 | 93.9638% | 23 | 93.7148% | 28 | |
mgco | 87.3632% | 19 | 87.8815% | 34 | 89.3735% | 29 | 91.1656% | 29 | 92.8725% | 31 | 93.4761% | 28 | 92.8981% | 33 | |
mlr | 92.0387% | 2 | 92.1649% | 2 | 92.7889% | 2 | 93.0771% | 7 | 93.7950% | 19 | 94.2485% | 19 | 94.3014% | 17 | |
ogc | 87.6479% | 16 | 90.3506% | 13 | 91.7641% | 12 | 92.7344% | 14 | 94.8334% | 3 | 95.2733% | 1 | 95.3432% | 2 | |
omgc | 88.1168% | 12 | 90.5364% | 8 | 91.6328% | 14 | 92.7992% | 13 | 94.6441% | 8 | 95.2085% | 5 | 95.2750% | 3 | |
ogco | 87.2199% | 21 | 89.9840% | 16 | 91.4333% | 16 | 92.4445% | 15 | 94.5026% | 10 | 94.9391% | 9 | 94.9084% | 7 | |
joinedin | 88.5875% | 91.1418% | 92.5690% | 94.0047% | 95.6297% | 95.8258% | 95.7457% | ||||||||
oracle | 91.3123% | 93.1743% | 94.4327% | 95.3586% | 96.4942% | 96.9478% | 96.8864% | ||||||||
cdc | 0.9201 | 0.9173 | 0.9226 | 0.9337 | 0.9449 | 0.9428 | 0.9367 |