Табела SVML14: | Резултати на комбинирањето на двата SVM класификатори со линеарен кернел за првото и четвртото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
FS1 | 81.8982% | 82.6979% | 83.1412% | 84.1916% | 85.4363% | 85.2130% | |||||||
- | - | - | - | - | - | - | |||||||
- | - | - | - | - | - | - | |||||||
FS4 | 88.2106% | 89.4451% | 90.2142% | 91.7147% | 93.4574% | 93.4369% | |||||||
vote | 85.0783% | 76 | 86.1303% | 76 | 86.6504% | 74 | 88.0486% | 74 | 89.4810% | 74 | 89.3667% | 74 | |
borda | 87.0989% | 72 | 88.8978% | 72 | 88.9779% | 73 | 90.3028% | 73 | 91.3293% | 73 | 91.3191% | 73 | |
bks | 89.5492% | 34 | 90.4478% | 48 | 90.8365% | 54 | 92.1376% | 52 | 93.5341% | 46 | 93.5273% | 40 | |
bksv | 89.5492% | 34 | 90.4512% | 47 | 90.8365% | 54 | 92.1376% | 52 | 93.5324% | 47 | 93.5273% | 40 | |
avg | 88.9967% | 51 | 90.6370% | 40 | 91.1520% | 45 | 92.4377% | 41 | 94.0030% | 6 | 93.7864% | 12 | |
prod | 88.6386% | 61 | 90.2602% | 56 | 90.6626% | 58 | 92.0984% | 55 | 93.6739% | 31 | 93.5341% | 36 | |
harm | 87.7571% | 71 | 89.5440% | 64 | 89.9601% | 68 | 91.4214% | 67 | 93.2033% | 61 | 93.1385% | 58 | |
cprod | 89.3480% | 42 | 90.3557% | 53 | 90.9201% | 52 | 92.1342% | 54 | 93.3721% | 55 | 93.2868% | 53 | |
maxmax | 88.5670% | 64 | 89.3480% | 68 | 90.1715% | 67 | 91.3720% | 68 | 92.7497% | 69 | 92.5997% | 67 | |
minmax | 86.7595% | 73 | 88.6847% | 73 | 89.2201% | 72 | 90.5893% | 72 | 92.7668% | 68 | 92.7276% | 65 | |
med | 88.9967% | 51 | 90.6370% | 40 | 91.1520% | 45 | 92.4377% | 41 | 94.0030% | 6 | 93.7864% | 12 | |
davg | 89.3411% | 43 | 90.6319% | 42 | 91.1946% | 44 | 92.4888% | 34 | 93.7472% | 23 | 93.5767% | 28 | |
demp | 89.8220% | 26 | 91.1963% | 13 | 91.6380% | 8 | 92.8418% | 7 | 93.8598% | 14 | 93.7694% | 14 | |
dempp1 | 89.3326% | 44 | 90.5791% | 43 | 91.2543% | 37 | 92.4615% | 39 | 93.9791% | 11 | 93.8700% | 9 | |
dempp2 | 90.2483% | 9 | 91.2475% | 10 | 91.5118% | 16 | 92.6252% | 21 | 93.6637% | 34 | 93.5409% | 34 | |
dempp3 | 90.1170% | 15 | 91.0753% | 20 | 91.4214% | 25 | 92.6355% | 18 | 93.7080% | 25 | 93.5614% | 29 | |
dempp4 | 89.4673% | 38 | 90.7121% | 36 | 91.3038% | 33 | 92.5315% | 28 | 93.6961% | 29 | 93.6023% | 26 | |
dempi1 | 89.6839% | 27 | 90.9030% | 30 | 91.4027% | 27 | 92.5963% | 25 | 93.9996% | 9 | 93.9075% | 5 | |
dempi2 | 89.2951% | 45 | 90.2568% | 57 | 91.0309% | 47 | 92.2893% | 47 | 93.5068% | 51 | 93.3516% | 52 | |
dempi3 | 88.5977% | 62 | 89.4724% | 67 | 90.2619% | 66 | 91.6550% | 62 | 93.2289% | 60 | 93.0942% | 60 | |
dempi4 | 88.5380% | 65 | 89.7555% | 61 | 90.5569% | 59 | 91.7130% | 60 | 93.2613% | 58 | 93.0839% | 61 | |
dempi5 | 88.7546% | 60 | 89.6020% | 63 | 90.3847% | 60 | 91.6107% | 63 | 93.1385% | 62 | 93.0345% | 62 | |
dempc | 88.9319% | 54 | 90.3693% | 52 | 90.9747% | 51 | 92.4155% | 43 | 93.7046% | 26 | 93.6500% | 23 | |
dempmnk | 90.2091% | 13 | 91.1708% | 15 | 91.4981% | 18 | 92.5911% | 27 | 93.6637% | 34 | 93.5545% | 31 | |
dempch | 89.4622% | 39 | 90.6848% | 38 | 91.2679% | 35 | 92.4820% | 35 | 93.5273% | 48 | 93.4659% | 49 | |
dempcan | 85.9428% | 74 | 86.3026% | 75 | 85.6393% | 76 | 85.7569% | 76 | 85.2266% | 76 | 85.5148% | 76 | |
dempas | 88.9489% | 53 | 90.4341% | 49 | 91.2441% | 39 | 91.4589% | 66 | 92.9134% | 64 | 92.4684% | 69 | |
dempchi | 88.8466% | 58 | 90.4341% | 49 | 91.0173% | 48 | 92.2672% | 50 | 93.9024% | 12 | 93.8700% | 9 | |
dempchi2 | 89.8237% | 25 | 91.1690% | 16 | 91.6056% | 11 | 92.7889% | 8 | 93.8939% | 13 | 93.7694% | 14 | |
dempbc | 89.4076% | 40 | 90.6456% | 39 | 91.2645% | 36 | 92.4820% | 35 | 93.8461% | 15 | 93.7404% | 17 | |
demphl | 88.8552% | 56 | 90.4972% | 45 | 91.2014% | 43 | 92.4138% | 44 | 94.0183% | 4 | 93.9501% | 4 | |
dempchr | 89.0325% | 50 | 90.4887% | 46 | 91.2492% | 38 | 91.4845% | 65 | 92.9151% | 63 | 92.4326% | 71 | |
dempchr2 | 89.5918% | 29 | 91.0446% | 23 | 91.5902% | 13 | 92.6849% | 14 | 94.0030% | 6 | 93.8990% | 7 | |
dempjac | 89.6276% | 28 | 90.7632% | 35 | 91.2748% | 34 | 92.4121% | 45 | 93.6347% | 39 | 93.5580% | 30 | |
dempper | 89.2422% | 48 | 90.5075% | 44 | 91.2134% | 42 | 92.4667% | 38 | 94.0047% | 5 | 93.8973% | 8 | |
dempse | 90.2466% | 10 | 91.4112% | 7 | 91.7283% | 6 | 92.7088% | 13 | 93.5017% | 52 | 93.5256% | 42 | |
dempfr | 90.7189% | 3 | 91.8699% | 1 | 92.1103% | 2 | 92.9407% | 4 | 93.8461% | 15 | 93.8291% | 11 | |
dempm | 89.4861% | 37 | 90.3114% | 55 | 90.8741% | 53 | 92.0267% | 56 | 92.8588% | 65 | 92.8247% | 63 | |
dempmc | 90.4256% | 6 | 91.4129% | 6 | 91.7266% | 7 | 92.5246% | 29 | 93.2988% | 57 | 93.2817% | 54 | |
pprod | 88.7682% | 59 | 90.3455% | 54 | 90.7342% | 57 | 92.1580% | 51 | 93.6790% | 30 | 93.5528% | 32 | |
bayes | 89.3906% | 41 | 90.4171% | 51 | 90.7649% | 56 | 92.2723% | 48 | 93.4727% | 53 | 93.5290% | 39 | |
fi | 88.8603% | 55 | 89.7521% | 62 | 90.3762% | 61 | 91.7863% | 59 | 92.8299% | 67 | 92.7736% | 64 | |
fic | 88.2021% | 67 | 89.0444% | 70 | 89.8015% | 71 | 91.3600% | 69 | 92.3882% | 72 | 92.2126% | 72 | |
dtp1 | 89.9089% | 17 | 91.0002% | 24 | 91.3703% | 28 | 92.5246% | 29 | 93.6142% | 40 | 93.5102% | 44 | |
dtp2 | 90.2466% | 10 | 91.2270% | 11 | 91.4964% | 19 | 92.6184% | 23 | 93.6688% | 32 | 93.5307% | 37 | |
dtp3 | 90.0846% | 16 | 91.0514% | 21 | 91.4368% | 24 | 92.6457% | 17 | 93.7251% | 24 | 93.5955% | 27 | |
dtp4 | 87.9037% | 68 | 89.8970% | 59 | 90.3352% | 63 | 91.8460% | 57 | 93.5170% | 49 | 93.2544% | 55 | |
dti1 | 90.3318% | 7 | 91.3532% | 8 | 91.5084% | 17 | 92.6287% | 20 | 93.6500% | 37 | 93.5256% | 42 | |
dti2 | 89.2661% | 46 | 90.2534% | 58 | 91.0139% | 49 | 92.2996% | 46 | 93.5426% | 45 | 93.3909% | 51 | |
dti3 | 88.5977% | 62 | 89.4895% | 66 | 90.2994% | 65 | 91.6738% | 61 | 93.2561% | 59 | 93.1129% | 59 | |
dti4 | 87.7588% | 70 | 88.9541% | 71 | 89.9055% | 69 | 91.0548% | 71 | 92.7156% | 70 | 92.5622% | 68 | |
dti5 | 88.2703% | 66 | 89.1024% | 69 | 89.8885% | 70 | 91.1861% | 70 | 92.5860% | 71 | 92.4462% | 70 | |
dtc | 88.8518% | 57 | 89.5134% | 65 | 90.3369% | 62 | 91.6107% | 63 | 92.8503% | 66 | 92.7207% | 66 | |
dte | 89.9038% | 22 | 91.1179% | 18 | 91.6158% | 10 | 92.7804% | 9 | 93.7626% | 22 | 93.6620% | 22 | |
dtmnk | 90.2466% | 10 | 91.2270% | 11 | 91.4964% | 19 | 92.6184% | 23 | 93.6688% | 32 | 93.5307% | 37 | |
dtch | 87.9037% | 68 | 89.8970% | 59 | 90.3352% | 63 | 91.8460% | 57 | 93.5170% | 49 | 93.2544% | 55 | |
dtcan | 85.9377% | 75 | 86.5293% | 74 | 85.9325% | 75 | 86.0758% | 75 | 85.9973% | 75 | 86.2531% | 75 | |
dtas | 89.5799% | 30 | 90.8996% | 31 | 91.4589% | 22 | 92.6713% | 15 | 93.8274% | 18 | 93.6722% | 20 | |
dtchi | 89.5764% | 32 | 90.9184% | 29 | 91.4095% | 26 | 92.5928% | 26 | 93.7882% | 21 | 93.6893% | 19 | |
dtchi2 | 89.8271% | 24 | 91.1349% | 17 | 91.5374% | 15 | 92.7378% | 11 | 93.8188% | 20 | 93.7285% | 18 | |
dtbc | 89.9089% | 17 | 91.0002% | 24 | 91.3703% | 28 | 92.5246% | 29 | 93.6142% | 40 | 93.5102% | 44 | |
dthl | 89.2491% | 47 | 90.8502% | 33 | 91.4657% | 21 | 92.6355% | 18 | 93.9996% | 9 | 93.9024% | 6 | |
dtchr | 89.5799% | 30 | 90.8996% | 31 | 91.4589% | 22 | 92.6713% | 15 | 93.8274% | 18 | 93.6722% | 20 | |
dtchr2 | 89.5628% | 33 | 91.0497% | 22 | 91.5919% | 12 | 92.7395% | 10 | 94.0831% | 3 | 93.9570% | 3 | |
dtjac | 89.9089% | 17 | 91.0002% | 24 | 91.3703% | 28 | 92.5246% | 29 | 93.6142% | 40 | 93.5102% | 44 | |
dtper | 89.9089% | 17 | 91.0002% | 24 | 91.3703% | 28 | 92.5246% | 29 | 93.6142% | 40 | 93.5102% | 44 | |
dtse | 90.1749% | 14 | 91.3396% | 9 | 91.6380% | 8 | 92.6235% | 22 | 93.4318% | 54 | 93.3960% | 50 | |
dtfr | 90.7257% | 2 | 91.7948% | 2 | 92.0608% | 4 | 92.9236% | 5 | 93.8308% | 17 | 93.7609% | 16 | |
dtm | 90.8451% | 1 | 91.7931% | 3 | 92.0642% | 3 | 93.1368% | 1 | 93.6040% | 44 | 93.5392% | 35 | |
dtmc | 90.6541% | 4 | 91.6550% | 5 | 92.1580% | 1 | 92.7122% | 12 | 93.3022% | 56 | 93.2323% | 57 | |
epw | 89.4946% | 36 | 90.7035% | 37 | 91.2202% | 41 | 92.4786% | 37 | 93.6500% | 37 | 93.4983% | 48 | |
gc | 89.9072% | 21 | 90.9508% | 28 | 91.0122% | 50 | 92.2689% | 49 | 93.6620% | 36 | 93.5460% | 33 | |
mgc | 89.2405% | 49 | 90.8007% | 34 | 91.2441% | 39 | 92.4564% | 40 | 93.7012% | 28 | 93.6364% | 24 | |
ogc | 89.8288% | 23 | 91.1179% | 18 | 91.5629% | 14 | 92.8469% | 6 | 94.2059% | 1 | 94.0388% | 1 | |
omgc | 90.2687% | 8 | 91.1963% | 13 | 91.3208% | 32 | 92.9970% | 3 | 94.1548% | 2 | 93.9672% | 2 | |
mlr | 90.6149% | 5 | 91.7096% | 4 | 92.0472% | 5 | 93.0993% | 2 | 93.7029% | 27 | 93.6193% | 25 | |
joinedin | 91.1349% | 92.2638% | 91.8920% | 93.3431% | 95.1881% | 95.3705% | |||||||
oracle | 93.3465% | 93.7199% | 94.0559% | 94.9903% | 95.9196% | 95.8940% | |||||||
cdc | 0.7935 | 0.8254 | 0.8366 | 0.8395 | 0.8583 | 0.8566 |