Табела SVML1234: | Резултати на комбинирањето на четирите SVM класификатори со линеарен кернел за сите четири множества 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% | |||||||
FS4 | 88.2106% | 89.4451% | 90.2142% | 91.7147% | 93.4574% | 93.4369% | |||||||
vote | 89.2201% | 68 | 90.3642% | 70 | 90.5450% | 73 | 91.5834% | 74 | 92.7258% | 74 | 92.4820% | 74 | |
borda | 89.2150% | 69 | 90.9133% | 65 | 91.2134% | 67 | 92.2961% | 66 | 93.3175% | 70 | 93.0703% | 72 | |
bks | 90.6694% | 48 | 91.5169% | 55 | 91.7727% | 61 | 92.4462% | 64 | 93.0822% | 73 | 93.0839% | 71 | |
bksv | 91.5646% | 8 | 92.4939% | 9 | 92.7651% | 8 | 93.3823% | 30 | 94.0525% | 52 | 94.0848% | 34 | |
avg | 90.3642% | 54 | 91.7164% | 51 | 92.1700% | 48 | 93.1760% | 48 | 94.4105% | 19 | 94.2042% | 19 | |
prod | 90.0624% | 60 | 91.4419% | 59 | 91.9398% | 57 | 93.0396% | 55 | 94.3133% | 30 | 94.1326% | 30 | |
harm | 88.9387% | 72 | 90.4171% | 67 | 91.3020% | 66 | 92.4667% | 63 | 94.0422% | 53 | 93.8206% | 56 | |
cprod | 90.4290% | 52 | 91.5595% | 54 | 92.0370% | 54 | 93.0839% | 53 | 94.0371% | 55 | 93.8325% | 55 | |
maxmax | 88.9967% | 71 | 90.2397% | 71 | 91.1708% | 68 | 92.0762% | 68 | 93.3056% | 72 | 93.0498% | 73 | |
minmax | 87.7229% | 76 | 89.3599% | 76 | 90.4495% | 74 | 91.7778% | 71 | 93.5528% | 65 | 93.4744% | 62 | |
med | 90.0692% | 59 | 91.2679% | 62 | 91.5169% | 63 | 92.6900% | 61 | 93.7830% | 59 | 93.5648% | 61 | |
davg | 90.5893% | 49 | 91.8460% | 46 | 92.1853% | 45 | 93.2510% | 43 | 94.1872% | 47 | 93.9859% | 47 | |
demp | 91.1401% | 21 | 92.1239% | 25 | 92.3456% | 36 | 93.3874% | 29 | 94.4191% | 17 | 94.1479% | 27 | |
dempp1 | 90.9303% | 35 | 92.0097% | 36 | 92.3678% | 32 | 93.3670% | 32 | 94.5060% | 14 | 94.3457% | 14 | |
dempp2 | 91.3720% | 11 | 92.3456% | 11 | 92.4411% | 20 | 93.4250% | 24 | 94.2451% | 37 | 94.0422% | 44 | |
dempp3 | 91.2799% | 16 | 92.2723% | 16 | 92.3797% | 31 | 93.4642% | 16 | 94.2741% | 34 | 94.0661% | 39 | |
dempp4 | 90.7803% | 43 | 91.9602% | 42 | 92.2484% | 43 | 93.1334% | 50 | 94.4003% | 20 | 94.1445% | 28 | |
dempi1 | 91.1128% | 26 | 92.2467% | 18 | 92.4326% | 23 | 93.4335% | 23 | 94.5674% | 8 | 94.3798% | 11 | |
dempi2 | 90.7905% | 42 | 91.7693% | 48 | 92.2757% | 41 | 93.1896% | 47 | 94.1053% | 49 | 93.9842% | 48 | |
dempi3 | 90.0897% | 58 | 91.4879% | 58 | 91.8511% | 60 | 92.9987% | 57 | 94.0286% | 57 | 93.8120% | 57 | |
dempi4 | 90.3915% | 53 | 91.3515% | 60 | 92.0711% | 53 | 93.0669% | 54 | 94.0371% | 55 | 93.8956% | 53 | |
dempi5 | 90.2346% | 55 | 91.2969% | 61 | 91.8562% | 58 | 92.8912% | 60 | 93.9143% | 58 | 93.7251% | 58 | |
dempc | 90.5194% | 51 | 91.7488% | 50 | 92.0847% | 51 | 93.2937% | 42 | 94.3560% | 25 | 94.2042% | 19 | |
dempmnk | 91.3259% | 15 | 92.3013% | 15 | 92.4172% | 24 | 93.3806% | 31 | 94.2110% | 40 | 94.0286% | 45 | |
dempch | 90.7956% | 41 | 92.0199% | 35 | 92.1376% | 50 | 93.1129% | 52 | 94.0968% | 51 | 93.9177% | 52 | |
dempcan | 89.2456% | 66 | 89.9004% | 74 | 89.6907% | 76 | 90.3182% | 76 | 90.8672% | 76 | 90.9337% | 76 | |
dempas | 89.8203% | 63 | 91.5629% | 53 | 92.1785% | 46 | 93.1283% | 51 | 93.7370% | 60 | 93.5818% | 59 | |
dempchi | 90.8024% | 39 | 91.9159% | 44 | 92.2638% | 42 | 93.2459% | 44 | 94.3662% | 21 | 94.2554% | 17 | |
dempchi2 | 91.2100% | 19 | 92.2075% | 22 | 92.4837% | 16 | 93.4761% | 14 | 94.4344% | 16 | 94.2775% | 15 | |
dempbc | 90.9730% | 34 | 92.0012% | 37 | 92.3217% | 38 | 93.3363% | 38 | 94.3491% | 26 | 94.1752% | 24 | |
demphl | 90.7223% | 47 | 92.0387% | 33 | 92.4104% | 25 | 93.3465% | 37 | 94.5435% | 11 | 94.4429% | 8 | |
dempchr | 89.8697% | 62 | 91.5919% | 52 | 92.1734% | 47 | 93.1453% | 49 | 93.6313% | 61 | 93.5784% | 60 | |
dempchr2 | 91.0940% | 28 | 92.2399% | 20 | 92.5536% | 14 | 93.4710% | 15 | 94.5452% | 10 | 94.3867% | 10 | |
dempjac | 91.0395% | 31 | 92.0387% | 33 | 92.3166% | 39 | 93.3226% | 40 | 94.1991% | 41 | 94.0661% | 39 | |
dempper | 90.9048% | 37 | 91.9909% | 40 | 92.3575% | 33 | 93.3891% | 28 | 94.5606% | 9 | 94.4105% | 9 | |
dempse | 91.4299% | 9 | 92.7702% | 7 | 92.9441% | 5 | 93.7319% | 7 | 94.5043% | 15 | 94.3764% | 12 | |
dempfr | 91.6294% | 7 | 92.9339% | 5 | 92.9492% | 4 | 93.8615% | 4 | 94.5947% | 7 | 94.4821% | 4 | |
dempm | 90.7513% | 46 | 91.8051% | 47 | 91.9858% | 56 | 92.9390% | 59 | 93.6057% | 62 | 93.4676% | 63 | |
dempmc | 91.7369% | 5 | 92.8094% | 6 | 92.9083% | 7 | 93.6091% | 10 | 94.2724% | 35 | 94.1633% | 26 | |
pprod | 90.1477% | 56 | 91.4947% | 56 | 92.0097% | 55 | 93.0396% | 55 | 94.3253% | 28 | 94.1445% | 28 | |
bayes | 91.1043% | 27 | 92.0847% | 32 | 92.0813% | 52 | 93.2442% | 45 | 94.1940% | 42 | 93.9774% | 49 | |
fi | 90.0300% | 61 | 91.2645% | 63 | 91.5016% | 64 | 92.6065% | 62 | 93.5017% | 66 | 93.2988% | 66 | |
fic | 89.6498% | 64 | 91.1742% | 64 | 91.3225% | 65 | 92.4223% | 65 | 93.3602% | 68 | 93.1538% | 69 | |
dtp1 | 91.1367% | 22 | 92.1188% | 26 | 92.3831% | 27 | 93.3619% | 33 | 94.1906% | 43 | 94.0814% | 35 | |
dtp2 | 91.3634% | 12 | 92.3422% | 12 | 92.4360% | 21 | 93.4164% | 25 | 94.2417% | 38 | 94.0439% | 41 | |
dtp3 | 91.2731% | 17 | 92.2638% | 17 | 92.3985% | 26 | 93.4471% | 19 | 94.3014% | 31 | 94.0968% | 33 | |
dtp4 | 88.8842% | 73 | 90.4120% | 68 | 90.8434% | 71 | 91.6601% | 72 | 93.6040% | 63 | 93.4386% | 64 | |
dti1 | 91.3924% | 10 | 92.3746% | 10 | 92.4530% | 18 | 93.4898% | 13 | 94.2485% | 36 | 94.1036% | 32 | |
dti2 | 90.7990% | 40 | 91.7624% | 49 | 92.2825% | 40 | 93.1982% | 46 | 94.1036% | 50 | 93.9877% | 46 | |
dti3 | 90.1102% | 57 | 91.4896% | 57 | 91.8562% | 58 | 92.9987% | 57 | 94.0422% | 53 | 93.8393% | 54 | |
dti4 | 88.7733% | 75 | 89.8544% | 75 | 91.1571% | 69 | 91.7965% | 70 | 93.3278% | 69 | 93.1555% | 68 | |
dti5 | 89.0649% | 70 | 90.2091% | 72 | 91.1571% | 69 | 92.0182% | 69 | 93.3158% | 71 | 93.0942% | 70 | |
dtc | 89.3633% | 65 | 90.7411% | 66 | 91.5254% | 62 | 92.2638% | 67 | 93.4983% | 67 | 93.2800% | 67 | |
dte | 91.1571% | 20 | 92.1512% | 23 | 92.3303% | 37 | 93.3363% | 38 | 94.2980% | 32 | 94.0439% | 41 | |
dtmnk | 91.3634% | 12 | 92.3422% | 12 | 92.4360% | 21 | 93.4164% | 25 | 94.2417% | 38 | 94.0439% | 41 | |
dtch | 88.8842% | 73 | 90.4120% | 68 | 90.8434% | 71 | 91.6601% | 72 | 93.6040% | 63 | 93.4386% | 64 | |
dtcan | 89.2371% | 67 | 90.1545% | 73 | 90.0095% | 75 | 90.5501% | 75 | 91.3191% | 75 | 91.4009% | 75 | |
dtas | 91.0002% | 32 | 91.9943% | 38 | 92.3541% | 34 | 93.4437% | 20 | 94.3577% | 23 | 94.1803% | 21 | |
dtchi | 91.0667% | 30 | 92.1018% | 31 | 92.4615% | 17 | 93.3909% | 27 | 94.3662% | 21 | 94.2520% | 18 | |
dtchi2 | 91.2526% | 18 | 92.2467% | 18 | 92.4530% | 18 | 93.4642% | 16 | 94.4122% | 18 | 94.2741% | 16 | |
dtbc | 91.1367% | 22 | 92.1188% | 26 | 92.3831% | 27 | 93.3619% | 33 | 94.1906% | 43 | 94.0814% | 35 | |
dthl | 90.9167% | 36 | 92.1154% | 30 | 92.5673% | 13 | 93.4420% | 22 | 94.5401% | 12 | 94.4787% | 6 | |
dtchr | 91.0002% | 32 | 91.9943% | 38 | 92.3541% | 34 | 93.4437% | 20 | 94.3577% | 23 | 94.1803% | 21 | |
dtchr2 | 91.0855% | 29 | 92.2331% | 21 | 92.6082% | 12 | 93.4915% | 12 | 94.6305% | 6 | 94.4821% | 4 | |
dtjac | 91.1367% | 22 | 92.1188% | 26 | 92.3831% | 27 | 93.3619% | 33 | 94.1906% | 43 | 94.0814% | 35 | |
dtper | 91.1367% | 22 | 92.1188% | 26 | 92.3831% | 27 | 93.3619% | 33 | 94.1906% | 43 | 94.0814% | 35 | |
dtse | 91.3549% | 14 | 92.6031% | 8 | 92.7241% | 10 | 93.5767% | 11 | 94.3491% | 26 | 94.1718% | 25 | |
dtfr | 91.6618% | 6 | 92.9390% | 4 | 92.9134% | 6 | 93.8240% | 5 | 94.5299% | 13 | 94.3696% | 13 | |
dtm | 93.1231% | 1 | 93.3585% | 1 | 93.6006% | 1 | 94.4344% | 2 | 94.8215% | 3 | 94.6373% | 2 | |
dtmc | 92.3217% | 3 | 93.0822% | 3 | 93.3431% | 3 | 93.7217% | 8 | 94.2809% | 33 | 94.1786% | 23 | |
epw | 90.7632% | 45 | 91.9210% | 43 | 92.1461% | 49 | 93.3192% | 41 | 94.1548% | 48 | 93.9706% | 50 | |
gc | 90.7717% | 44 | 91.9636% | 41 | 92.2399% | 44 | 93.4642% | 16 | 94.3150% | 29 | 94.1258% | 31 | |
mgc | 90.5501% | 50 | 92.1376% | 24 | 92.5434% | 15 | 93.7336% | 6 | 94.6322% | 5 | 94.4685% | 7 | |
ogc | 90.8792% | 38 | 92.3320% | 14 | 92.6917% | 11 | 93.6995% | 9 | 94.7703% | 4 | 94.4890% | 3 | |
omgc | 91.9142% | 4 | 91.9040% | 45 | 92.7531% | 9 | 93.9740% | 3 | 94.8419% | 1 | 93.9706% | 50 | |
mlr | 93.0106% | 2 | 93.3295% | 2 | 93.5767% | 2 | 94.4480% | 1 | 94.8385% | 2 | 94.6902% | 1 | |
joinedin | 92.4189% | 93.5648% | 93.3857% | 94.8505% | 95.8872% | 96.3902% | |||||||
oracle | 96.3868% | 96.8114% | 96.7312% | 97.3451% | 97.6929% | 97.6043% | |||||||
cdc | 0.5081 | 0.4906 | 0.4522 | 0.6556 | 0.6135 | 0.6158 |