Табела SVML123: | Резултати на комбинирањето на трите SVM класификатори со линеарен кернел за првото, второто и третото 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% | |||||||
FS2 | 86.6828% | 88.9950% | 89.7350% | 90.7837% | 91.7539% | 91.4299% | |||||||
FS3 | 82.0278% | 83.5198% | 84.8685% | 85.6682% | 87.3785% | 87.1841% | |||||||
- | - | - | - | - | - | - | |||||||
vote | 86.7544% | 72 | 87.7997% | 74 | 88.3573% | 74 | 89.4264% | 74 | 90.4716% | 74 | 90.2926% | 74 | |
borda | 87.0102% | 71 | 88.3726% | 72 | 89.0802% | 71 | 90.1971% | 69 | 91.1946% | 68 | 91.0855% | 65 | |
bks | 89.6446% | 9 | 90.8894% | 11 | 91.2645% | 9 | 91.6141% | 33 | 92.2842% | 47 | 92.3183% | 27 | |
bksv | 89.7401% | 7 | 90.9644% | 9 | 91.3668% | 7 | 91.7249% | 22 | 92.4223% | 26 | 92.4257% | 20 | |
avg | 88.4408% | 50 | 89.9840% | 50 | 90.6149% | 42 | 91.5033% | 43 | 92.4769% | 22 | 92.3013% | 29 | |
prod | 88.2362% | 54 | 89.5884% | 57 | 90.3472% | 51 | 91.3651% | 48 | 92.3882% | 33 | 92.2740% | 34 | |
harm | 87.6189% | 60 | 88.8074% | 69 | 89.7418% | 60 | 90.9747% | 59 | 92.0984% | 51 | 91.9619% | 52 | |
cprod | 88.3487% | 52 | 89.9089% | 52 | 90.3301% | 52 | 91.2373% | 52 | 92.0063% | 56 | 91.8852% | 55 | |
maxmax | 87.0187% | 69 | 88.9882% | 64 | 89.5781% | 61 | 90.4375% | 63 | 91.2765% | 65 | 91.0122% | 67 | |
minmax | 86.6453% | 75 | 87.9088% | 73 | 88.9933% | 72 | 90.2790% | 68 | 91.5936% | 61 | 91.5050% | 61 | |
med | 87.1261% | 67 | 88.4545% | 70 | 88.8756% | 73 | 89.8493% | 73 | 90.7752% | 71 | 90.6541% | 73 | |
davg | 88.4988% | 48 | 90.1084% | 48 | 90.4836% | 48 | 91.4913% | 45 | 92.2706% | 48 | 92.1683% | 46 | |
demp | 89.1263% | 32 | 90.4444% | 35 | 90.6933% | 40 | 91.5118% | 42 | 92.4564% | 24 | 92.3098% | 28 | |
dempp1 | 89.1263% | 32 | 90.6643% | 14 | 91.0360% | 15 | 91.8051% | 16 | 92.6576% | 15 | 92.5775% | 15 | |
dempp2 | 89.4315% | 14 | 90.6046% | 17 | 90.7428% | 33 | 91.6652% | 27 | 92.3695% | 34 | 92.2603% | 35 | |
dempp3 | 89.2098% | 28 | 90.5433% | 28 | 90.7104% | 35 | 91.6687% | 26 | 92.4087% | 30 | 92.2876% | 32 | |
dempp4 | 88.7529% | 42 | 90.1852% | 44 | 90.4938% | 46 | 91.2594% | 51 | 92.3405% | 38 | 92.1427% | 47 | |
dempi1 | 89.3377% | 21 | 90.8093% | 12 | 91.1145% | 11 | 92.0182% | 8 | 92.7923% | 9 | 92.6849% | 7 | |
dempi2 | 88.8654% | 41 | 90.2142% | 43 | 90.5688% | 45 | 91.2901% | 50 | 92.0949% | 52 | 92.0404% | 51 | |
dempi3 | 87.6377% | 59 | 89.8800% | 53 | 90.1971% | 56 | 91.1418% | 54 | 92.0301% | 55 | 91.8477% | 56 | |
dempi4 | 88.2106% | 55 | 89.7111% | 55 | 90.4410% | 49 | 91.1298% | 55 | 91.9381% | 57 | 91.8170% | 59 | |
dempi5 | 87.9719% | 57 | 89.7350% | 54 | 90.1306% | 57 | 91.0105% | 57 | 91.8289% | 60 | 91.6789% | 60 | |
dempc | 88.4425% | 49 | 90.0982% | 49 | 90.6029% | 43 | 91.5766% | 35 | 92.4547% | 25 | 92.3490% | 26 | |
dempmnk | 89.3650% | 19 | 90.5927% | 20 | 90.7530% | 31 | 91.5902% | 34 | 92.2979% | 46 | 92.2024% | 39 | |
dempch | 88.5892% | 45 | 90.1238% | 47 | 90.3284% | 53 | 91.1043% | 56 | 92.0608% | 54 | 91.8989% | 54 | |
dempcan | 86.6999% | 73 | 86.9113% | 76 | 86.7067% | 76 | 87.5507% | 76 | 88.2464% | 76 | 88.3249% | 76 | |
dempas | 87.2847% | 65 | 89.0393% | 63 | 89.1246% | 70 | 90.9644% | 60 | 90.5808% | 72 | 90.9423% | 71 | |
dempchi | 89.0376% | 37 | 90.2756% | 41 | 90.8110% | 24 | 91.5544% | 40 | 92.4888% | 21 | 92.3950% | 23 | |
dempchi2 | 89.4332% | 13 | 90.5092% | 31 | 91.0122% | 17 | 91.7676% | 18 | 92.6559% | 16 | 92.5673% | 16 | |
dempbc | 89.1297% | 31 | 90.5688% | 21 | 90.8792% | 22 | 91.6704% | 25 | 92.4718% | 23 | 92.4223% | 21 | |
demphl | 89.1024% | 35 | 90.3830% | 37 | 91.0258% | 16 | 91.7403% | 20 | 92.6713% | 14 | 92.6355% | 10 | |
dempchr | 87.3120% | 64 | 89.1195% | 61 | 89.2644% | 69 | 90.9389% | 61 | 90.5671% | 73 | 90.9610% | 69 | |
dempchr2 | 89.3394% | 20 | 90.4802% | 33 | 91.1111% | 12 | 91.8289% | 14 | 92.7378% | 11 | 92.6542% | 8 | |
dempjac | 89.1263% | 32 | 90.5126% | 30 | 90.7683% | 28 | 91.5527% | 41 | 92.3013% | 44 | 92.1921% | 44 | |
dempper | 89.0922% | 36 | 90.6439% | 16 | 91.0701% | 14 | 91.8665% | 13 | 92.7224% | 12 | 92.6542% | 8 | |
dempse | 89.6924% | 8 | 91.3651% | 7 | 91.3583% | 8 | 92.0404% | 7 | 92.7105% | 13 | 92.6014% | 14 | |
dempfr | 89.9328% | 5 | 91.4930% | 3 | 91.6056% | 3 | 92.2586% | 4 | 92.8674% | 5 | 92.7105% | 6 | |
dempm | 88.5892% | 45 | 90.1511% | 46 | 90.3028% | 54 | 90.9815% | 58 | 91.5851% | 62 | 91.4947% | 62 | |
dempmc | 90.1545% | 4 | 91.4333% | 6 | 91.4044% | 6 | 92.0012% | 9 | 92.5894% | 18 | 92.5008% | 19 | |
pprod | 88.3215% | 53 | 89.6242% | 56 | 90.4392% | 50 | 91.3822% | 47 | 92.3899% | 32 | 92.2859% | 33 | |
bayes | 87.9855% | 56 | 89.0854% | 62 | 89.3565% | 68 | 90.3182% | 66 | 91.2066% | 67 | 91.0463% | 66 | |
fi | 87.4893% | 63 | 89.3309% | 60 | 89.5031% | 66 | 90.3472% | 64 | 91.1810% | 69 | 90.9457% | 70 | |
fic | 87.0955% | 68 | 89.5253% | 58 | 89.3991% | 67 | 90.2994% | 67 | 91.3191% | 64 | 91.1077% | 64 | |
dtp1 | 89.2559% | 23 | 90.5450% | 24 | 90.7104% | 35 | 91.5646% | 36 | 92.3268% | 39 | 92.1973% | 40 | |
dtp2 | 89.4298% | 15 | 90.6029% | 18 | 90.7615% | 29 | 91.6533% | 28 | 92.3524% | 36 | 92.2535% | 36 | |
dtp3 | 89.2388% | 27 | 90.5569% | 22 | 90.7462% | 32 | 91.7011% | 23 | 92.4223% | 26 | 92.2979% | 30 | |
dtp4 | 87.5252% | 61 | 88.8910% | 66 | 89.5355% | 62 | 90.0488% | 70 | 91.9091% | 58 | 91.8238% | 57 | |
dti1 | 89.5168% | 10 | 90.7001% | 13 | 90.8297% | 23 | 91.7556% | 19 | 92.3933% | 31 | 92.2893% | 31 | |
dti2 | 88.8824% | 40 | 90.2346% | 42 | 90.5740% | 44 | 91.2969% | 49 | 92.1171% | 50 | 92.0625% | 50 | |
dti3 | 87.6837% | 58 | 89.9192% | 51 | 90.2295% | 55 | 91.1742% | 53 | 92.0660% | 53 | 91.9108% | 53 | |
dti4 | 86.6794% | 74 | 88.4357% | 71 | 89.5321% | 64 | 89.9669% | 72 | 91.0054% | 70 | 90.8110% | 72 | |
dti5 | 87.0153% | 70 | 88.9592% | 65 | 89.5065% | 65 | 90.3369% | 65 | 91.2117% | 66 | 90.9815% | 68 | |
dtc | 87.1620% | 66 | 89.4741% | 59 | 89.9209% | 58 | 90.5586% | 62 | 91.5254% | 63 | 91.2407% | 63 | |
dte | 89.1621% | 30 | 90.4427% | 36 | 90.6694% | 41 | 91.4606% | 46 | 92.3013% | 44 | 92.1904% | 45 | |
dtmnk | 89.4298% | 15 | 90.6029% | 18 | 90.7615% | 29 | 91.6533% | 28 | 92.3524% | 36 | 92.2535% | 36 | |
dtch | 87.5252% | 61 | 88.8910% | 66 | 89.5355% | 62 | 90.0488% | 70 | 91.9091% | 58 | 91.8238% | 57 | |
dtcan | 86.6368% | 76 | 87.4126% | 75 | 87.2302% | 75 | 87.9685% | 75 | 88.7597% | 75 | 88.8603% | 75 | |
dtas | 88.9762% | 38 | 90.2977% | 39 | 90.7752% | 26 | 91.6516% | 30 | 92.4189% | 28 | 92.3695% | 24 | |
dtchi | 89.2832% | 22 | 90.4614% | 34 | 90.9491% | 20 | 91.7369% | 21 | 92.5468% | 19 | 92.5263% | 18 | |
dtchi2 | 89.4554% | 12 | 90.5092% | 31 | 90.9781% | 19 | 91.7863% | 17 | 92.6525% | 17 | 92.5639% | 17 | |
dtbc | 89.2559% | 23 | 90.5450% | 24 | 90.7104% | 35 | 91.5646% | 36 | 92.3268% | 39 | 92.1973% | 40 | |
dthl | 89.1928% | 29 | 90.5160% | 29 | 91.0991% | 13 | 91.8784% | 12 | 92.7531% | 10 | 92.7361% | 5 | |
dtchr | 88.9762% | 38 | 90.2977% | 39 | 90.7752% | 26 | 91.6516% | 30 | 92.4189% | 28 | 92.3695% | 24 | |
dtchr2 | 89.3667% | 18 | 90.5501% | 23 | 91.1537% | 10 | 91.9006% | 11 | 92.8196% | 7 | 92.7565% | 4 | |
dtjac | 89.2559% | 23 | 90.5450% | 24 | 90.7104% | 35 | 91.5646% | 36 | 92.3268% | 39 | 92.1973% | 40 | |
dtper | 89.2559% | 23 | 90.5450% | 24 | 90.7104% | 35 | 91.5646% | 36 | 92.3268% | 39 | 92.1973% | 40 | |
dtse | 89.4673% | 11 | 90.9542% | 10 | 90.9406% | 21 | 91.6482% | 32 | 92.3030% | 43 | 92.2058% | 38 | |
dtfr | 89.8970% | 6 | 91.4470% | 4 | 91.5339% | 4 | 92.2075% | 5 | 92.7941% | 8 | 92.6338% | 11 | |
dtm | 90.5450% | 2 | 91.6363% | 1 | 91.6857% | 2 | 92.3968% | 3 | 93.2186% | 3 | 93.0822% | 3 | |
dtmc | 90.5211% | 3 | 91.4436% | 5 | 91.5203% | 5 | 91.9364% | 10 | 92.5246% | 20 | 92.4002% | 22 | |
epw | 88.6744% | 43 | 90.1784% | 45 | 90.4887% | 47 | 91.4981% | 44 | 92.2296% | 49 | 92.1239% | 48 | |
gc | 88.4101% | 51 | 90.3438% | 38 | 90.7411% | 34 | 91.6874% | 24 | 92.3678% | 35 | 92.0881% | 49 | |
mgc | 88.5653% | 47 | 90.6524% | 15 | 90.7854% | 25 | 91.8204% | 15 | 92.8537% | 6 | 92.6338% | 11 | |
ogc | 88.6642% | 44 | 88.8586% | 68 | 89.7776% | 59 | 92.0506% | 6 | 92.8912% | 4 | 92.6031% | 13 | |
omgc | 89.4230% | 17 | 91.2083% | 8 | 91.0071% | 18 | 92.4735% | 1 | 93.2800% | 1 | 93.1931% | 1 | |
mlr | 90.5654% | 1 | 91.6260% | 2 | 91.7420% | 1 | 92.4581% | 2 | 93.2374% | 2 | 93.0839% | 2 | |
joinedin | 88.3897% | 90.8451% | 91.3515% | 93.5648% | 94.8300% | 95.1079% | |||||||
oracle | 94.2775% | 95.2051% | 95.0687% | 95.7303% | 96.1890% | 96.0338% | |||||||
cdc | 0.4763 | 0.5877 | 0.5612 | 0.5332 | 0.545 | 0.5452 |