Табела SVML23: | Резултати на комбинирањето на двата SVM класификатори со линеарен кернел за второто и третото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
- | - | - | - | - | - | - | |||||||
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 | 84.2598% | 76 | 86.3162% | 74 | 87.2387% | 74 | 88.2430% | 74 | 89.5799% | 74 | 89.1979% | 74 | |
borda | 85.8797% | 73 | 87.8611% | 73 | 88.7222% | 73 | 89.8049% | 73 | 91.1111% | 72 | 90.9286% | 72 | |
bks | 88.7375% | 41 | 89.7964% | 51 | 90.6865% | 43 | 91.5374% | 50 | 92.2979% | 49 | 92.0813% | 52 | |
bksv | 88.7375% | 41 | 89.7964% | 51 | 90.6882% | 42 | 91.5408% | 48 | 92.2979% | 49 | 92.0796% | 53 | |
avg | 88.4033% | 49 | 90.0334% | 46 | 90.6370% | 47 | 91.6789% | 35 | 92.6321% | 20 | 92.4121% | 23 | |
prod | 88.2447% | 54 | 89.7947% | 53 | 90.4716% | 53 | 91.5237% | 52 | 92.5707% | 25 | 92.3950% | 27 | |
harm | 87.8133% | 57 | 89.1672% | 65 | 89.9226% | 61 | 91.0991% | 60 | 92.2348% | 53 | 92.1154% | 51 | |
cprod | 88.1237% | 55 | 89.6208% | 55 | 90.1903% | 58 | 91.1708% | 57 | 91.8528% | 62 | 91.7369% | 63 | |
maxmax | 86.9249% | 67 | 88.6778% | 70 | 89.4912% | 69 | 90.3796% | 67 | 91.1997% | 70 | 90.9764% | 71 | |
minmax | 87.0989% | 65 | 88.5755% | 71 | 89.3957% | 71 | 90.5484% | 64 | 91.9210% | 60 | 91.7641% | 61 | |
med | 88.4033% | 49 | 90.0334% | 46 | 90.6370% | 47 | 91.6789% | 35 | 92.6321% | 20 | 92.4121% | 23 | |
davg | 88.5295% | 48 | 90.0914% | 44 | 90.5603% | 50 | 91.5885% | 45 | 92.3882% | 44 | 92.2211% | 46 | |
demp | 88.9421% | 38 | 90.2568% | 36 | 90.7496% | 39 | 91.5254% | 51 | 92.4377% | 36 | 92.2075% | 48 | |
dempp1 | 89.5372% | 14 | 90.5705% | 17 | 91.1605% | 14 | 91.9534% | 16 | 92.6986% | 18 | 92.5946% | 16 | |
dempp2 | 89.4434% | 21 | 90.3608% | 26 | 90.8570% | 30 | 91.8034% | 24 | 92.4837% | 28 | 92.3320% | 33 | |
dempp3 | 88.9336% | 39 | 90.1920% | 39 | 90.6626% | 46 | 91.6584% | 39 | 92.3729% | 46 | 92.2211% | 46 | |
dempp4 | 88.5772% | 46 | 90.0198% | 48 | 90.6916% | 41 | 91.3430% | 54 | 92.4138% | 38 | 92.2245% | 44 | |
dempi1 | 89.6805% | 7 | 90.6456% | 13 | 91.1111% | 18 | 92.0711% | 9 | 92.7719% | 15 | 92.6559% | 14 | |
dempi2 | 89.0103% | 33 | 90.0846% | 45 | 90.8195% | 34 | 91.5919% | 44 | 92.2552% | 52 | 92.2245% | 44 | |
dempi3 | 87.3461% | 64 | 89.4861% | 58 | 90.1511% | 59 | 91.1094% | 59 | 91.9619% | 59 | 91.8187% | 59 | |
dempi4 | 87.8099% | 58 | 89.3923% | 59 | 90.3489% | 54 | 91.0599% | 61 | 91.8801% | 61 | 91.7556% | 62 | |
dempi5 | 87.6718% | 59 | 89.3104% | 60 | 90.0164% | 60 | 90.9747% | 62 | 91.7096% | 63 | 91.5510% | 65 | |
dempc | 88.9200% | 40 | 90.2329% | 37 | 90.7649% | 38 | 91.7522% | 28 | 92.5059% | 27 | 92.4377% | 21 | |
dempmnk | 89.4383% | 22 | 90.3301% | 34 | 90.8382% | 32 | 91.7693% | 27 | 92.4615% | 31 | 92.3030% | 40 | |
dempch | 88.5414% | 47 | 89.9908% | 49 | 90.5603% | 50 | 91.2441% | 55 | 92.1785% | 55 | 92.0148% | 56 | |
dempcan | 85.5864% | 75 | 85.7262% | 76 | 85.0527% | 76 | 86.4117% | 76 | 87.0937% | 76 | 87.2933% | 76 | |
dempas | 86.4287% | 72 | 88.7870% | 68 | 89.5611% | 68 | 91.7300% | 34 | 91.2117% | 69 | 91.6976% | 64 | |
dempchi | 89.5116% | 17 | 90.5177% | 21 | 91.1315% | 16 | 91.9534% | 16 | 92.8861% | 10 | 92.7975% | 9 | |
dempchi2 | 89.5423% | 13 | 90.5859% | 16 | 91.2083% | 11 | 92.0660% | 10 | 92.7958% | 13 | 92.6713% | 13 | |
dempbc | 89.5679% | 10 | 90.5330% | 19 | 91.0872% | 19 | 91.9466% | 18 | 92.6184% | 23 | 92.5553% | 18 | |
demphl | 89.5696% | 9 | 90.7070% | 11 | 91.3771% | 7 | 92.0984% | 6 | 93.0413% | 3 | 92.9288% | 4 | |
dempchr | 86.5652% | 71 | 88.9438% | 66 | 89.7401% | 64 | 91.7454% | 29 | 91.3242% | 67 | 91.7658% | 60 | |
dempchr2 | 89.5611% | 12 | 90.7172% | 10 | 91.4316% | 3 | 92.1734% | 4 | 92.9867% | 5 | 92.9543% | 2 | |
dempjac | 89.4963% | 19 | 90.4017% | 25 | 90.9371% | 21 | 91.7710% | 26 | 92.4326% | 37 | 92.3712% | 30 | |
dempper | 89.5355% | 15 | 90.6046% | 14 | 91.1281% | 17 | 91.9790% | 15 | 92.7378% | 17 | 92.6406% | 15 | |
dempse | 89.5679% | 10 | 90.8843% | 6 | 91.2986% | 10 | 91.9960% | 14 | 92.8094% | 11 | 92.6798% | 11 | |
dempfr | 89.8765% | 5 | 91.2168% | 1 | 91.6363% | 1 | 92.4326% | 1 | 93.1095% | 1 | 92.9987% | 1 | |
dempm | 88.6096% | 45 | 89.8510% | 50 | 90.2670% | 56 | 90.8809% | 63 | 91.5868% | 64 | 91.4913% | 66 | |
dempmc | 90.1886% | 1 | 91.0565% | 5 | 91.3839% | 6 | 91.8852% | 20 | 92.6952% | 19 | 92.5468% | 19 | |
pprod | 88.2891% | 52 | 89.7794% | 54 | 90.5347% | 52 | 91.5715% | 47 | 92.5809% | 24 | 92.4019% | 26 | |
bayes | 88.6625% | 44 | 89.5355% | 56 | 90.3165% | 55 | 91.2270% | 56 | 92.2143% | 54 | 91.9995% | 57 | |
fi | 87.4979% | 60 | 89.2064% | 63 | 89.7129% | 66 | 90.4887% | 65 | 91.3634% | 66 | 91.1588% | 67 | |
fic | 86.6930% | 69 | 89.1996% | 64 | 89.3616% | 72 | 90.4086% | 66 | 91.3992% | 65 | 91.1281% | 68 | |
dtp1 | 89.3258% | 26 | 90.3318% | 30 | 90.8604% | 25 | 91.7437% | 30 | 92.4002% | 40 | 92.3183% | 36 | |
dtp2 | 89.4383% | 22 | 90.3591% | 28 | 90.8655% | 23 | 91.8068% | 22 | 92.4752% | 29 | 92.3371% | 31 | |
dtp3 | 88.9524% | 37 | 90.1937% | 38 | 90.6711% | 45 | 91.6755% | 37 | 92.3814% | 45 | 92.2399% | 42 | |
dtp4 | 87.3768% | 62 | 89.3070% | 61 | 89.8390% | 62 | 90.3727% | 69 | 92.1205% | 56 | 92.0284% | 54 | |
dti1 | 89.5031% | 18 | 90.4239% | 24 | 90.8434% | 31 | 91.8085% | 21 | 92.4513% | 32 | 92.3848% | 29 | |
dti2 | 89.0120% | 32 | 90.1187% | 42 | 90.8212% | 33 | 91.6277% | 43 | 92.2757% | 51 | 92.2638% | 41 | |
dti3 | 87.4058% | 61 | 89.5065% | 57 | 90.1920% | 57 | 91.1264% | 58 | 91.9705% | 58 | 91.8255% | 58 | |
dti4 | 86.6044% | 70 | 88.4920% | 72 | 89.7146% | 65 | 90.2773% | 72 | 91.0275% | 73 | 90.9781% | 70 | |
dti5 | 86.7868% | 68 | 88.6829% | 69 | 89.4503% | 70 | 90.3097% | 71 | 91.1349% | 71 | 90.9235% | 73 | |
dtc | 86.9403% | 66 | 88.9353% | 67 | 89.6890% | 67 | 90.3762% | 68 | 91.2577% | 68 | 91.0378% | 69 | |
dte | 89.1587% | 31 | 90.2619% | 35 | 90.6797% | 44 | 91.4896% | 53 | 92.3456% | 47 | 92.1342% | 50 | |
dtmnk | 89.4383% | 22 | 90.3591% | 28 | 90.8655% | 23 | 91.8068% | 22 | 92.4752% | 29 | 92.3371% | 31 | |
dtch | 87.3768% | 62 | 89.3070% | 61 | 89.8390% | 62 | 90.3727% | 69 | 92.1205% | 56 | 92.0284% | 54 | |
dtcan | 85.8251% | 74 | 86.1815% | 75 | 85.5557% | 75 | 86.8295% | 75 | 87.5183% | 75 | 87.6974% | 75 | |
dtas | 89.0018% | 34 | 90.1579% | 40 | 90.7956% | 36 | 91.6431% | 40 | 92.4479% | 34 | 92.3234% | 34 | |
dtchi | 89.4963% | 19 | 90.5603% | 18 | 91.1673% | 13 | 92.0216% | 13 | 92.7463% | 16 | 92.6764% | 12 | |
dtchi2 | 89.5747% | 8 | 90.5961% | 15 | 91.2032% | 12 | 92.0745% | 8 | 92.7838% | 14 | 92.7003% | 10 | |
dtbc | 89.3258% | 26 | 90.3318% | 30 | 90.8604% | 25 | 91.7437% | 30 | 92.4002% | 40 | 92.3183% | 36 | |
dthl | 89.4247% | 25 | 90.6967% | 12 | 91.4044% | 4 | 92.0864% | 7 | 92.9697% | 7 | 92.8981% | 6 | |
dtchr | 89.0018% | 34 | 90.1579% | 40 | 90.7956% | 36 | 91.6431% | 40 | 92.4479% | 34 | 92.3234% | 34 | |
dtchr2 | 89.5134% | 16 | 90.7359% | 9 | 91.3975% | 5 | 92.1751% | 3 | 93.0311% | 4 | 92.9253% | 5 | |
dtjac | 89.3258% | 26 | 90.3318% | 30 | 90.8604% | 25 | 91.7437% | 30 | 92.4002% | 40 | 92.3183% | 36 | |
dtper | 89.3258% | 26 | 90.3318% | 30 | 90.8604% | 25 | 91.7437% | 30 | 92.4002% | 40 | 92.3183% | 36 | |
dtse | 89.3104% | 30 | 90.5023% | 22 | 90.8706% | 22 | 91.5749% | 46 | 92.4019% | 39 | 92.3933% | 28 | |
dtfr | 89.8407% | 6 | 91.2083% | 3 | 91.5527% | 2 | 92.3746% | 2 | 93.0447% | 2 | 92.9458% | 3 | |
dtm | 89.9158% | 3 | 91.2117% | 2 | 91.3055% | 9 | 92.0625% | 11 | 92.9560% | 8 | 92.8060% | 8 | |
dtmc | 90.0829% | 2 | 90.8417% | 8 | 91.1452% | 15 | 91.6652% | 38 | 92.4513% | 32 | 92.4070% | 25 | |
epw | 88.7290% | 43 | 90.1084% | 43 | 90.5671% | 49 | 91.5391% | 49 | 92.3456% | 47 | 92.1631% | 49 | |
gc | 88.2703% | 53 | 90.3608% | 26 | 90.8041% | 35 | 91.7744% | 25 | 92.5161% | 26 | 92.2262% | 43 | |
mgc | 87.9276% | 56 | 90.5194% | 20 | 90.7359% | 40 | 91.6311% | 42 | 92.6201% | 22 | 92.4240% | 22 | |
ogc | 88.4016% | 51 | 90.4358% | 23 | 90.8587% | 29 | 91.9227% | 19 | 92.8077% | 12 | 92.5741% | 17 | |
omgc | 88.9609% | 36 | 90.8792% | 7 | 90.9849% | 20 | 92.0540% | 12 | 92.9407% | 9 | 92.5417% | 20 | |
mlr | 89.9004% | 4 | 91.1861% | 4 | 91.3498% | 8 | 92.1137% | 5 | 92.9816% | 6 | 92.8162% | 7 | |
joinedin | 89.0717% | 90.9832% | 90.8911% | 93.0737% | 94.2980% | 94.5043% | |||||||
oracle | 92.3814% | 93.2681% | 93.6449% | 94.4804% | 95.1352% | 94.8999% | |||||||
cdc | 0.8158 | 0.8551 | 0.8749 | 0.8657 | 0.8794 | 0.882 |