Табела SVMG14: | Резултати на комбинирањето на двата SVM класификатори со гаусов кернел за првото и четвртото множество обележја | ||||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | без.опт | R | ||
FS1 | 84.7969% | 86.1576% | 88.5107% | 89.7998% | 91.9824% | 92.7719% | 92.6986% | ||||||||
- | - | - | - | - | - | - | - | ||||||||
- | - | - | - | - | - | - | - | ||||||||
FS4 | 89.9226% | 91.5203% | 92.4240% | 94.1002% | 95.7133% | 96.1003% | 96.0765% | ||||||||
vote | 87.4160% | 76 | 88.8347% | 77 | 90.5722% | 77 | 91.8017% | 77 | 93.8922% | 75 | 94.4668% | 75 | 94.5282% | 73 | |
borda | 89.5884% | 55 | 90.8297% | 68 | 92.2024% | 72 | 93.5102% | 70 | 95.1932% | 69 | 95.6365% | 65 | 95.5513% | 49 | |
bks | 90.9934% | 19 | 92.2910% | 16 | 93.0669% | 31 | 94.1241% | 37 | 95.5871% | 43 | 95.9349% | 39 | 95.9366% | 35 | |
bksv | 90.9917% | 20 | 92.2910% | 16 | 93.0703% | 29 | 94.1258% | 36 | 95.6041% | 40 | 95.9452% | 38 | 95.9400% | 34 | |
avg | 90.7274% | 28 | 91.8579% | 36 | 92.9100% | 39 | 94.0866% | 43 | 95.5427% | 44 | 95.8292% | 47 | 95.5871% | 44 | |
prod | 89.2849% | 62 | 91.3276% | 57 | 93.0720% | 28 | 94.4753% | 26 | 96.0560% | 22 | 96.2913% | 22 | 96.3186% | 14 | |
harm | 89.0342% | 69 | 91.0923% | 59 | 92.8486% | 49 | 94.2895% | 31 | 95.8889% | 29 | 96.2265% | 27 | 96.2521% | 19 | |
cprod | 88.8125% | 71 | 90.9389% | 63 | 92.8418% | 51 | 94.2485% | 33 | 95.9878% | 26 | 96.1037% | 31 | 95.9230% | 36 | |
maxmax | 88.1015% | 75 | 90.1801% | 74 | 92.3303% | 68 | 93.8171% | 68 | 95.6280% | 39 | 95.7320% | 57 | 95.4183% | 58 | |
minmax | 88.5721% | 72 | 90.7649% | 69 | 92.5656% | 64 | 94.0235% | 52 | 95.5905% | 42 | 96.0952% | 33 | 96.1157% | 28 | |
med | 90.7274% | 28 | 91.8579% | 36 | 92.9100% | 39 | 94.0866% | 43 | 95.5427% | 44 | 95.8292% | 47 | 95.5871% | 44 | |
davg | 90.7018% | 31 | 91.7846% | 40 | 92.8964% | 41 | 94.0235% | 52 | 95.4916% | 53 | 95.7798% | 51 | 95.5086% | 50 | |
demp | 90.6268% | 32 | 91.6141% | 47 | 92.7958% | 54 | 93.8649% | 67 | 95.2972% | 64 | 95.6536% | 62 | 95.1574% | 70 | |
dempp1 | 90.1443% | 43 | 91.9943% | 26 | 93.2135% | 18 | 94.6134% | 14 | 96.0748% | 17 | 96.3322% | 16 | 96.2470% | 20 | |
dempp2 | 90.1067% | 45 | 91.9551% | 33 | 93.1590% | 22 | 94.5452% | 19 | 96.0713% | 18 | 96.3442% | 14 | 96.2777% | 17 | |
dempp3 | 89.3019% | 60 | 91.4862% | 52 | 93.0703% | 29 | 94.4787% | 25 | 96.0969% | 13 | 96.3322% | 16 | 96.2333% | 23 | |
dempp4 | 89.8714% | 49 | 91.9193% | 34 | 93.3073% | 13 | 94.7277% | 7 | 96.2248% | 2 | 96.4652% | 4 | 96.3851% | 9 | |
dempi1 | 90.5177% | 37 | 92.3337% | 15 | 93.3124% | 12 | 94.6902% | 8 | 96.1413% | 8 | 96.4107% | 11 | 96.3373% | 12 | |
dempi2 | 89.6003% | 54 | 91.4197% | 55 | 93.0021% | 33 | 94.3901% | 28 | 95.9741% | 28 | 96.0969% | 32 | 95.9145% | 38 | |
dempi3 | 87.2881% | 77 | 90.0743% | 76 | 92.7071% | 58 | 94.2025% | 34 | 96.0696% | 19 | 96.0884% | 34 | 96.0117% | 31 | |
dempi4 | 88.9592% | 70 | 90.8911% | 64 | 92.6679% | 59 | 94.0405% | 48 | 95.7746% | 35 | 95.9179% | 40 | 95.7951% | 41 | |
dempi5 | 88.4016% | 74 | 90.6217% | 70 | 92.5673% | 63 | 94.0064% | 60 | 95.7337% | 38 | 95.8974% | 43 | 95.7661% | 42 | |
dempc | 89.3531% | 58 | 91.5186% | 50 | 93.1675% | 21 | 94.6100% | 15 | 96.1464% | 7 | 96.3271% | 18 | 96.3408% | 10 | |
dempmnk | 90.0300% | 46 | 91.8937% | 35 | 93.1061% | 26 | 94.5145% | 22 | 96.0372% | 23 | 96.2964% | 21 | 96.2078% | 25 | |
dempch | 89.7418% | 51 | 91.6738% | 46 | 93.1709% | 20 | 94.6288% | 13 | 96.1395% | 9 | 96.3970% | 12 | 96.2981% | 16 | |
dempcan | 89.7009% | 52 | 91.0889% | 60 | 91.9943% | 75 | 92.9202% | 75 | 93.4505% | 76 | 93.2596% | 77 | 92.6525% | 77 | |
dempas | 91.5169% | 10 | 92.7770% | 7 | 93.3244% | 11 | 94.5845% | 17 | 95.9963% | 25 | 96.4499% | 6 | 96.5283% | 2 | |
dempchi | 90.4103% | 40 | 92.0949% | 24 | 93.2954% | 14 | 94.6851% | 10 | 96.1208% | 11 | 96.3766% | 13 | 96.3084% | 15 | |
dempchi2 | 90.4273% | 39 | 92.1751% | 23 | 93.3465% | 10 | 94.7294% | 5 | 96.2060% | 4 | 96.4260% | 10 | 96.3391% | 11 | |
dempbc | 90.1323% | 44 | 91.9858% | 27 | 93.2033% | 19 | 94.5930% | 16 | 96.0679% | 20 | 96.3271% | 18 | 96.2453% | 21 | |
demphl | 90.7394% | 27 | 92.2808% | 19 | 93.4659% | 6 | 94.7430% | 3 | 96.1498% | 6 | 96.4379% | 7 | 96.3953% | 8 | |
dempchr | 91.5186% | 9 | 92.7634% | 9 | 93.3840% | 9 | 94.5828% | 18 | 95.9878% | 26 | 96.4721% | 2 | 96.4993% | 4 | |
dempchr2 | 90.7189% | 30 | 92.2825% | 18 | 93.4659% | 6 | 94.7345% | 4 | 96.1737% | 5 | 96.4618% | 5 | 96.3970% | 7 | |
dempjac | 89.9482% | 47 | 91.7795% | 41 | 93.1334% | 24 | 94.5111% | 23 | 96.0117% | 24 | 96.2743% | 25 | 96.1873% | 26 | |
dempper | 90.1869% | 42 | 92.0472% | 25 | 93.2152% | 17 | 94.6373% | 12 | 96.0833% | 15 | 96.3356% | 15 | 96.2726% | 18 | |
dempse | 91.4231% | 11 | 92.9458% | 6 | 93.2851% | 15 | 94.3901% | 28 | 95.7423% | 37 | 96.0134% | 36 | 96.0014% | 32 | |
dempfr | 91.8068% | 5 | 93.3363% | 2 | 93.5085% | 5 | 94.4856% | 24 | 95.7832% | 34 | 96.0611% | 35 | 95.9844% | 33 | |
dempm | 89.7725% | 50 | 91.0650% | 62 | 92.6406% | 60 | 94.0354% | 51 | 95.5990% | 41 | 95.9042% | 41 | 95.9162% | 37 | |
dempmc | 91.7676% | 7 | 93.0652% | 5 | 93.1487% | 23 | 94.0831% | 45 | 95.2938% | 65 | 95.6536% | 62 | 95.5700% | 47 | |
pprod | 89.6361% | 53 | 91.5527% | 49 | 93.1266% | 25 | 94.5231% | 20 | 96.0679% | 20 | 96.3169% | 20 | 96.3203% | 13 | |
bayes | 91.1622% | 15 | 91.9756% | 28 | 92.8452% | 50 | 93.9194% | 65 | 95.4899% | 54 | 95.9042% | 41 | 95.8139% | 40 | |
fi | 90.3233% | 41 | 91.7539% | 42 | 92.6355% | 61 | 94.1138% | 38 | 95.8446% | 31 | 96.1361% | 30 | 96.0748% | 29 | |
fic | 89.9209% | 48 | 91.4794% | 53 | 92.4240% | 67 | 93.9740% | 62 | 95.7627% | 36 | 95.9690% | 37 | 95.8770% | 39 | |
dtp1 | 90.8979% | 21 | 91.9602% | 29 | 92.8964% | 41 | 94.0235% | 52 | 95.4745% | 55 | 95.7491% | 53 | 95.4302% | 54 | |
dtp2 | 91.1588% | 17 | 92.2262% | 21 | 92.9953% | 35 | 94.0883% | 40 | 95.5342% | 47 | 95.8480% | 45 | 95.5018% | 51 | |
dtp3 | 91.1605% | 16 | 92.2723% | 20 | 92.9475% | 37 | 94.0371% | 49 | 95.5257% | 50 | 95.8156% | 50 | 95.5820% | 46 | |
dtp4 | 89.0717% | 64 | 90.2568% | 72 | 92.2348% | 70 | 93.1607% | 73 | 94.7379% | 73 | 95.0431% | 73 | 94.4088% | 74 | |
dti1 | 91.5288% | 8 | 92.5587% | 13 | 93.0123% | 32 | 94.1002% | 39 | 95.5376% | 46 | 95.8684% | 44 | 95.6024% | 43 | |
dti2 | 89.3019% | 60 | 90.8536% | 65 | 92.4428% | 66 | 93.9638% | 63 | 95.2171% | 68 | 95.4745% | 71 | 95.1813% | 69 | |
dti3 | 89.5304% | 56 | 91.0889% | 60 | 92.5127% | 65 | 93.9041% | 66 | 95.5001% | 52 | 95.8207% | 49 | 95.5615% | 48 | |
dti4 | 88.4306% | 73 | 90.3745% | 71 | 92.3268% | 69 | 93.7626% | 69 | 95.5206% | 51 | 95.6434% | 64 | 95.3381% | 62 | |
dti5 | 89.3241% | 59 | 90.8417% | 67 | 92.1631% | 73 | 93.3516% | 72 | 95.1318% | 72 | 95.5172% | 70 | 95.2461% | 66 | |
dtc | 89.3616% | 57 | 90.8468% | 66 | 92.1580% | 74 | 93.3738% | 71 | 95.1437% | 71 | 95.5359% | 69 | 95.2614% | 65 | |
dte | 90.8093% | 25 | 91.8255% | 39 | 92.9151% | 38 | 94.0473% | 47 | 95.4745% | 55 | 95.7542% | 52 | 95.3535% | 61 | |
dtmnk | 91.1588% | 17 | 92.2262% | 21 | 92.9953% | 35 | 94.0883% | 40 | 95.5342% | 47 | 95.8480% | 45 | 95.5018% | 51 | |
dtch | 89.0717% | 64 | 90.2568% | 72 | 92.2348% | 70 | 93.1607% | 73 | 94.7379% | 73 | 95.0431% | 73 | 94.4088% | 74 | |
dtcan | 89.0410% | 68 | 90.1511% | 75 | 91.2560% | 76 | 92.0421% | 76 | 92.8810% | 77 | 93.2885% | 76 | 93.0345% | 76 | |
dtas | 90.6012% | 34 | 91.7062% | 44 | 92.8657% | 47 | 94.0132% | 58 | 95.4490% | 60 | 95.7133% | 59 | 95.3569% | 59 | |
dtchi | 90.6183% | 33 | 91.7164% | 43 | 92.8418% | 51 | 94.0490% | 46 | 95.3603% | 63 | 95.6843% | 61 | 95.2972% | 64 | |
dtchi2 | 90.7411% | 26 | 91.8494% | 38 | 92.8964% | 41 | 94.0371% | 49 | 95.3859% | 62 | 95.7235% | 58 | 95.3160% | 63 | |
dtbc | 90.8979% | 21 | 91.9602% | 29 | 92.8964% | 41 | 94.0235% | 52 | 95.4745% | 55 | 95.7491% | 53 | 95.4302% | 54 | |
dthl | 90.4597% | 38 | 91.4879% | 51 | 92.7531% | 57 | 93.9774% | 61 | 95.2614% | 66 | 95.5717% | 68 | 95.1489% | 71 | |
dtchr | 90.6012% | 34 | 91.7062% | 44 | 92.8657% | 47 | 94.0132% | 58 | 95.4490% | 60 | 95.7133% | 59 | 95.3569% | 59 | |
dtchr2 | 90.5569% | 36 | 91.5953% | 48 | 92.7804% | 56 | 93.9553% | 64 | 95.2358% | 67 | 95.6024% | 67 | 95.1472% | 72 | |
dtjac | 90.8979% | 21 | 91.9602% | 29 | 92.8964% | 41 | 94.0235% | 52 | 95.4745% | 55 | 95.7491% | 53 | 95.4302% | 54 | |
dtper | 90.8979% | 21 | 91.9602% | 29 | 92.8964% | 41 | 94.0235% | 52 | 95.4745% | 55 | 95.7491% | 53 | 95.4302% | 54 | |
dtse | 91.2253% | 14 | 92.5059% | 14 | 93.0737% | 27 | 94.1855% | 35 | 95.5308% | 49 | 95.6348% | 66 | 95.1932% | 68 | |
dtfr | 91.7812% | 6 | 93.3295% | 3 | 93.5204% | 3 | 94.5197% | 21 | 95.8241% | 33 | 96.1413% | 29 | 96.0560% | 30 | |
dtm | 92.1614% | 3 | 92.7497% | 10 | 93.5153% | 4 | 94.7294% | 5 | 96.0884% | 14 | 96.4294% | 9 | 96.5113% | 3 | |
dtmc | 92.2569% | 2 | 93.1112% | 4 | 93.2306% | 16 | 94.0883% | 40 | 95.1744% | 70 | 95.4421% | 72 | 95.2102% | 67 | |
epw | 89.0615% | 66 | 91.2049% | 58 | 92.9970% | 34 | 94.4702% | 27 | 96.1072% | 12 | 96.2862% | 23 | 96.2180% | 24 | |
gc | 89.0615% | 66 | 91.3532% | 56 | 92.6184% | 62 | 94.2520% | 32 | 95.8292% | 32 | 96.1992% | 28 | 96.1873% | 26 | |
mgc | 89.1092% | 63 | 91.4214% | 54 | 92.7941% | 55 | 94.3099% | 30 | 95.8514% | 30 | 96.2828% | 24 | 96.2402% | 22 | |
ogc | 91.3805% | 13 | 92.5758% | 12 | 93.4062% | 8 | 94.6868% | 9 | 96.2095% | 3 | 96.4669% | 3 | 96.4414% | 6 | |
omgc | 91.4146% | 12 | 92.7770% | 7 | 92.8162% | 53 | 94.7703% | 2 | 96.1310% | 10 | 96.2572% | 26 | 95.4916% | 53 | |
mlr | 92.0250% | 4 | 92.5997% | 11 | 93.5392% | 2 | 94.6441% | 11 | 96.0799% | 16 | 96.4328% | 8 | 96.4652% | 5 | |
svmcmb | 96.5368% | 1 | 96.6477% | 1 | 96.7210% | 1 | 96.9290% | 1 | 97.3195% | 1 | 97.4184% | 1 | 97.2922% | 1 | |
joinedin | 91.9295% | 93.0464% | 93.6466% | 94.9903% | 96.4891% | 96.7040% | 96.5982% | ||||||||
oracle | 94.0934% | 94.8078% | 95.3637% | 96.3783% | 97.3826% | 97.6264% | 97.5906% | ||||||||
cdc | 0.8494 | 0.876 | 0.9034 | 0.9097 | 0.9265 | 0.9338 | 0.9348 |