Табела SVML13: | Резултати на комбинирањето на двата SVM класификатори со линеарен кернел за првото 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% | |||||||
- | - | - | - | - | - | - | |||||||
FS3 | 82.0278% | 83.5198% | 84.8685% | 85.6682% | 87.3785% | 87.1841% | |||||||
- | - | - | - | - | - | - | |||||||
vote | 81.8760% | 76 | 83.1583% | 74 | 84.0944% | 73 | 84.9282% | 74 | 86.4714% | 72 | 86.1832% | 74 | |
borda | 83.4157% | 69 | 84.5991% | 71 | 85.1175% | 71 | 85.9718% | 71 | 87.4126% | 71 | 87.3529% | 71 | |
bks | 86.3230% | 26 | 85.5591% | 57 | 86.6061% | 51 | 87.6871% | 43 | 88.7818% | 48 | 88.7085% | 44 | |
bksv | 86.3230% | 26 | 85.5591% | 57 | 86.6061% | 51 | 87.6871% | 43 | 88.7818% | 48 | 88.7085% | 44 | |
avg | 85.3357% | 49 | 86.0536% | 46 | 86.6180% | 49 | 87.6496% | 47 | 88.8893% | 44 | 88.6727% | 47 | |
prod | 85.1055% | 54 | 85.9138% | 51 | 86.4509% | 55 | 87.5098% | 52 | 88.7699% | 50 | 88.6011% | 51 | |
harm | 84.6793% | 58 | 85.5711% | 55 | 85.9990% | 62 | 87.1108% | 59 | 88.4903% | 57 | 88.3573% | 57 | |
cprod | 85.1516% | 53 | 85.9956% | 49 | 86.6879% | 46 | 87.5371% | 50 | 88.6795% | 54 | 88.4971% | 54 | |
maxmax | 84.1183% | 60 | 85.2420% | 61 | 86.1218% | 59 | 86.9369% | 60 | 88.1714% | 63 | 87.8184% | 62 | |
minmax | 83.6476% | 67 | 84.9214% | 66 | 85.3477% | 70 | 86.4833% | 70 | 87.8883% | 70 | 87.8133% | 63 | |
med | 85.3357% | 49 | 86.0536% | 46 | 86.6180% | 49 | 87.6496% | 47 | 88.8893% | 44 | 88.6727% | 47 | |
davg | 85.3494% | 48 | 86.1116% | 44 | 86.6913% | 44 | 87.7144% | 40 | 88.9114% | 41 | 88.6523% | 49 | |
demp | 86.0621% | 36 | 86.4458% | 37 | 86.8977% | 40 | 87.7588% | 39 | 88.9268% | 40 | 88.8552% | 36 | |
dempp1 | 86.3043% | 28 | 86.8721% | 20 | 87.2711% | 24 | 88.1066% | 17 | 89.1843% | 21 | 89.0683% | 17 | |
dempp2 | 86.7323% | 10 | 86.8977% | 14 | 87.2796% | 22 | 88.0282% | 29 | 89.1348% | 26 | 88.9831% | 28 | |
dempp3 | 85.8814% | 41 | 86.4748% | 34 | 86.9829% | 34 | 87.8935% | 35 | 88.9745% | 37 | 88.8500% | 37 | |
dempp4 | 85.4057% | 45 | 86.3571% | 40 | 86.6913% | 44 | 87.5013% | 55 | 88.7290% | 53 | 88.5977% | 52 | |
dempi1 | 86.3571% | 25 | 86.9147% | 12 | 87.2864% | 19 | 88.1714% | 12 | 89.1723% | 23 | 89.0632% | 18 | |
dempi2 | 85.9325% | 39 | 86.4560% | 36 | 87.1739% | 30 | 87.9276% | 32 | 89.0444% | 34 | 88.8040% | 40 | |
dempi3 | 83.1787% | 73 | 85.1516% | 63 | 85.9394% | 64 | 86.7953% | 63 | 88.2277% | 62 | 87.7997% | 64 | |
dempi4 | 84.9316% | 56 | 85.8456% | 53 | 86.7237% | 42 | 87.5081% | 54 | 88.5755% | 56 | 88.4221% | 56 | |
dempi5 | 83.8676% | 61 | 85.3289% | 60 | 86.0792% | 60 | 86.9301% | 61 | 88.2328% | 61 | 87.9668% | 60 | |
dempc | 85.3238% | 51 | 86.0690% | 45 | 86.6760% | 47 | 87.6599% | 46 | 88.8722% | 46 | 88.7085% | 44 | |
dempmnk | 86.7203% | 12 | 86.9079% | 13 | 87.2643% | 26 | 88.0299% | 28 | 89.1229% | 31 | 88.9779% | 29 | |
dempch | 85.4500% | 44 | 86.4219% | 38 | 86.7033% | 43 | 87.5098% | 52 | 88.7409% | 52 | 88.5960% | 53 | |
dempcan | 82.7252% | 75 | 81.6066% | 76 | 81.7856% | 76 | 81.9630% | 76 | 83.2231% | 76 | 83.3186% | 76 | |
dempas | 83.3339% | 70 | 83.8932% | 73 | 84.0415% | 74 | 85.6563% | 73 | 86.0536% | 73 | 86.3111% | 72 | |
dempchi | 86.0894% | 33 | 86.7493% | 30 | 87.2762% | 23 | 88.0657% | 24 | 89.2303% | 13 | 89.1041% | 13 | |
dempchi2 | 86.6027% | 14 | 86.7868% | 27 | 87.3393% | 13 | 88.1646% | 13 | 89.2934% | 12 | 89.1553% | 12 | |
dempbc | 86.2736% | 29 | 86.8687% | 21 | 87.2626% | 28 | 88.0555% | 25 | 89.1655% | 25 | 89.0581% | 20 | |
demphl | 86.2650% | 30 | 86.7766% | 29 | 87.3103% | 18 | 88.1936% | 10 | 89.3360% | 10 | 89.2286% | 7 | |
dempchr | 83.3288% | 71 | 83.9699% | 72 | 84.2172% | 72 | 85.6938% | 72 | 86.0519% | 74 | 86.3111% | 72 | |
dempchr2 | 86.5924% | 15 | 86.8499% | 25 | 87.4245% | 7 | 88.2243% | 7 | 89.4213% | 5 | 89.2593% | 6 | |
dempjac | 86.5106% | 23 | 86.8977% | 14 | 87.2643% | 26 | 88.0793% | 23 | 89.1263% | 30 | 89.0325% | 25 | |
dempper | 86.1883% | 32 | 86.8584% | 22 | 87.2694% | 25 | 88.0861% | 18 | 89.1723% | 23 | 89.0751% | 15 | |
dempse | 86.7868% | 7 | 87.8406% | 2 | 88.1407% | 3 | 88.7904% | 4 | 89.5594% | 2 | 89.4127% | 3 | |
dempfr | 86.7971% | 5 | 87.8048% | 3 | 88.1765% | 2 | 88.8842% | 2 | 89.5389% | 3 | 89.4213% | 2 | |
dempm | 85.8200% | 42 | 86.5941% | 31 | 86.9011% | 39 | 87.5320% | 51 | 88.6505% | 55 | 88.4681% | 55 | |
dempmc | 87.3563% | 1 | 88.1492% | 1 | 88.3794% | 1 | 88.9183% | 1 | 89.6856% | 1 | 89.5304% | 1 | |
pprod | 85.2505% | 52 | 85.9735% | 50 | 86.5839% | 53 | 87.5524% | 49 | 88.7512% | 51 | 88.6352% | 50 | |
bayes | 85.3664% | 46 | 85.4670% | 59 | 86.3554% | 56 | 87.6974% | 41 | 88.7989% | 47 | 88.7699% | 41 | |
fi | 83.8165% | 62 | 85.1993% | 62 | 85.8012% | 66 | 86.6385% | 65 | 87.9327% | 67 | 87.7247% | 67 | |
fic | 83.7346% | 65 | 84.9265% | 65 | 85.6648% | 67 | 86.5686% | 69 | 88.0231% | 66 | 87.6871% | 68 | |
dtp1 | 86.5890% | 17 | 86.8823% | 16 | 87.3291% | 14 | 88.0844% | 19 | 89.1945% | 16 | 89.0427% | 21 | |
dtp2 | 86.7459% | 8 | 86.9164% | 10 | 87.2847% | 20 | 88.0435% | 26 | 89.1297% | 28 | 88.9779% | 29 | |
dtp3 | 85.8950% | 40 | 86.4833% | 33 | 86.9983% | 33 | 87.8764% | 36 | 88.9762% | 36 | 88.8620% | 34 | |
dtp4 | 83.7397% | 63 | 84.9078% | 67 | 85.6017% | 68 | 86.5720% | 67 | 88.0486% | 64 | 87.7741% | 65 | |
dti1 | 86.7885% | 6 | 87.0255% | 8 | 87.3598% | 11 | 88.1578% | 14 | 89.1894% | 20 | 89.0700% | 16 | |
dti2 | 85.9496% | 38 | 86.4663% | 35 | 87.1722% | 31 | 87.9395% | 31 | 89.0393% | 35 | 88.8142% | 39 | |
dti3 | 83.2367% | 72 | 85.1499% | 64 | 85.9513% | 63 | 86.8073% | 62 | 88.2379% | 60 | 87.8253% | 61 | |
dti4 | 83.6732% | 66 | 84.6605% | 70 | 86.0570% | 61 | 86.6947% | 64 | 87.8986% | 69 | 87.5149% | 70 | |
dti5 | 83.5880% | 68 | 84.8958% | 69 | 85.8047% | 65 | 86.5771% | 66 | 87.9156% | 68 | 87.5490% | 69 | |
dtc | 84.2700% | 59 | 85.5693% | 56 | 86.3077% | 58 | 87.1415% | 58 | 88.3521% | 59 | 87.9855% | 59 | |
dte | 86.2548% | 31 | 86.5600% | 32 | 86.9386% | 38 | 87.8304% | 37 | 88.9421% | 39 | 88.8245% | 38 | |
dtmnk | 86.7459% | 8 | 86.9164% | 10 | 87.2847% | 20 | 88.0435% | 26 | 89.1297% | 28 | 88.9779% | 29 | |
dtch | 83.7397% | 63 | 84.9078% | 67 | 85.6017% | 68 | 86.5720% | 67 | 88.0486% | 64 | 87.7741% | 65 | |
dtcan | 82.8837% | 74 | 82.0414% | 75 | 82.2989% | 75 | 82.3620% | 75 | 83.7721% | 75 | 83.8506% | 75 | |
dtas | 86.0690% | 34 | 86.2906% | 41 | 86.9539% | 35 | 87.9088% | 33 | 89.0598% | 32 | 88.8773% | 32 | |
dtchi | 86.5924% | 15 | 86.8516% | 24 | 87.4126% | 8 | 88.1816% | 11 | 89.3514% | 9 | 89.1621% | 11 | |
dtchi2 | 86.6879% | 13 | 86.8567% | 23 | 87.3836% | 9 | 88.1526% | 15 | 89.3326% | 11 | 89.1928% | 10 | |
dtbc | 86.5890% | 17 | 86.8823% | 16 | 87.3291% | 14 | 88.0844% | 19 | 89.1945% | 16 | 89.0427% | 21 | |
dthl | 86.5157% | 22 | 86.7800% | 28 | 87.3512% | 12 | 88.2038% | 8 | 89.3599% | 8 | 89.2218% | 8 | |
dtchr | 86.0690% | 34 | 86.2906% | 41 | 86.9539% | 35 | 87.9088% | 33 | 89.0598% | 32 | 88.8773% | 32 | |
dtchr2 | 86.5634% | 21 | 86.7936% | 26 | 87.3700% | 10 | 88.2038% | 8 | 89.4162% | 6 | 89.2115% | 9 | |
dtjac | 86.5890% | 17 | 86.8823% | 16 | 87.3291% | 14 | 88.0844% | 19 | 89.1945% | 16 | 89.0427% | 21 | |
dtper | 86.5890% | 17 | 86.8823% | 16 | 87.3291% | 14 | 88.0844% | 19 | 89.1945% | 16 | 89.0427% | 21 | |
dtse | 86.3725% | 24 | 87.3768% | 6 | 87.6582% | 6 | 88.4817% | 6 | 89.1826% | 22 | 89.0632% | 18 | |
dtfr | 86.7220% | 11 | 87.7400% | 4 | 88.1356% | 4 | 88.8262% | 3 | 89.4792% | 4 | 89.3531% | 4 | |
dtm | 86.9863% | 2 | 86.9505% | 9 | 87.1722% | 31 | 87.9566% | 30 | 89.2303% | 13 | 89.0956% | 14 | |
dtmc | 86.8977% | 4 | 87.4382% | 5 | 87.8304% | 5 | 88.4988% | 5 | 89.1348% | 26 | 89.0172% | 26 | |
epw | 85.5046% | 43 | 86.2105% | 43 | 86.7323% | 41 | 87.6974% | 41 | 88.9029% | 42 | 88.7205% | 42 | |
gc | 84.9112% | 57 | 85.8984% | 52 | 86.5345% | 54 | 87.1824% | 57 | 88.4647% | 58 | 88.3197% | 58 | |
mgc | 85.3579% | 47 | 85.7041% | 54 | 86.3401% | 57 | 87.4621% | 56 | 88.9660% | 38 | 88.8586% | 35 | |
ogc | 85.0595% | 55 | 86.0536% | 46 | 86.6419% | 48 | 87.6684% | 45 | 88.9012% | 43 | 88.7170% | 43 | |
omgc | 85.9632% | 37 | 86.3759% | 39 | 86.9471% | 37 | 87.7741% | 38 | 89.2201% | 15 | 89.0069% | 27 | |
mlr | 86.9556% | 3 | 87.0511% | 7 | 87.1807% | 29 | 88.1271% | 16 | 89.3974% | 7 | 89.3019% | 5 | |
joinedin | 85.1004% | 86.8073% | 87.1091% | 88.6130% | 90.2108% | 90.2977% | |||||||
oracle | 89.9209% | 90.2687% | 90.5535% | 91.3055% | 92.1631% | 92.0148% | |||||||
cdc | 0.8435 | 0.8707 | 0.8911 | 0.8891 | 0.9031 | 0.9026 |