Табела SVML12: | Резултати на комбинирањето на двата SVM класификатори со линеарен кернел за првото и второто 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% | |||||||
- | - | - | - | - | - | - | |||||||
- | - | - | - | - | - | - | |||||||
vote | 84.4269% | 74 | 85.8524% | 74 | 86.4901% | 74 | 87.4501% | 74 | 88.6045% | 74 | 88.4851% | 74 | |
borda | 85.5335% | 73 | 87.2046% | 73 | 88.1475% | 73 | 89.2354% | 73 | 90.2363% | 71 | 89.9550% | 73 | |
bks | 88.2294% | 17 | 90.0471% | 36 | 90.5262% | 13 | 91.0190% | 44 | 91.8971% | 47 | 91.7113% | 47 | |
bksv | 88.2311% | 16 | 90.0488% | 35 | 90.5262% | 13 | 91.0173% | 45 | 91.8989% | 46 | 91.7130% | 46 | |
avg | 87.5252% | 47 | 89.6651% | 52 | 90.2517% | 41 | 91.2526% | 31 | 92.2910% | 11 | 92.0421% | 15 | |
prod | 87.1944% | 55 | 89.3036% | 65 | 89.9430% | 54 | 90.9525% | 47 | 92.1120% | 31 | 91.8545% | 35 | |
harm | 86.7118% | 63 | 88.5244% | 71 | 89.4912% | 61 | 90.5006% | 59 | 91.6687% | 54 | 91.4896% | 55 | |
cprod | 87.4808% | 51 | 89.7333% | 49 | 89.9209% | 55 | 90.9354% | 51 | 91.7676% | 49 | 91.5357% | 50 | |
maxmax | 86.6146% | 68 | 89.3207% | 64 | 89.3957% | 66 | 90.2397% | 68 | 90.9917% | 67 | 90.7666% | 67 | |
minmax | 85.8780% | 72 | 87.6053% | 72 | 88.7375% | 72 | 89.8765% | 71 | 91.1315% | 64 | 91.0122% | 64 | |
med | 87.5252% | 47 | 89.6651% | 52 | 90.2517% | 41 | 91.2526% | 31 | 92.2910% | 11 | 92.0421% | 15 | |
davg | 87.5558% | 46 | 89.8169% | 45 | 90.1289% | 45 | 91.2151% | 39 | 92.1205% | 30 | 91.8528% | 36 | |
demp | 87.8935% | 35 | 90.1323% | 29 | 90.3915% | 28 | 91.3686% | 22 | 92.2228% | 16 | 91.9295% | 23 | |
dempp1 | 87.9583% | 31 | 90.2312% | 17 | 90.5143% | 15 | 91.4845% | 11 | 92.3644% | 8 | 92.1342% | 10 | |
dempp2 | 88.3027% | 8 | 90.3762% | 12 | 90.4410% | 25 | 91.4436% | 17 | 92.1069% | 34 | 91.9125% | 28 | |
dempp3 | 88.2430% | 14 | 90.3813% | 11 | 90.4597% | 20 | 91.4521% | 14 | 92.1359% | 25 | 91.8784% | 34 | |
dempp4 | 87.5763% | 45 | 89.8356% | 44 | 90.1511% | 44 | 91.0395% | 43 | 92.0284% | 39 | 91.8324% | 37 | |
dempi1 | 88.2413% | 15 | 90.4614% | 7 | 90.6302% | 8 | 91.7300% | 2 | 92.4957% | 1 | 92.2927% | 2 | |
dempi2 | 87.6633% | 41 | 89.7163% | 51 | 90.0130% | 51 | 90.7683% | 53 | 91.6652% | 55 | 91.4913% | 54 | |
dempi3 | 86.9079% | 60 | 89.3241% | 63 | 89.4724% | 62 | 90.4444% | 61 | 91.5237% | 58 | 91.3293% | 60 | |
dempi4 | 87.0579% | 57 | 89.4179% | 59 | 89.6805% | 57 | 90.4716% | 60 | 91.3396% | 62 | 91.1605% | 62 | |
dempi5 | 87.0051% | 58 | 89.5423% | 55 | 89.5526% | 59 | 90.5160% | 57 | 91.4777% | 60 | 91.2202% | 61 | |
dempc | 87.3666% | 54 | 89.7606% | 48 | 90.0692% | 49 | 91.1895% | 40 | 92.1256% | 28 | 91.9227% | 25 | |
dempmnk | 88.2874% | 12 | 90.4034% | 9 | 90.4546% | 22 | 91.4333% | 18 | 92.0949% | 35 | 91.9074% | 32 | |
dempch | 87.5234% | 49 | 89.7998% | 46 | 90.1050% | 47 | 90.9457% | 48 | 91.8716% | 48 | 91.7454% | 45 | |
dempcan | 82.9196% | 76 | 83.2793% | 76 | 82.9332% | 76 | 84.0023% | 76 | 84.3433% | 76 | 84.5497% | 76 | |
dempas | 86.6964% | 64 | 89.5372% | 56 | 89.2320% | 68 | 90.4103% | 62 | 89.8595% | 73 | 90.0914% | 72 | |
dempchi | 87.9054% | 34 | 89.7879% | 47 | 90.3574% | 32 | 91.2594% | 30 | 92.2075% | 19 | 92.0642% | 14 | |
dempchi2 | 88.1919% | 18 | 90.3403% | 15 | 90.6439% | 7 | 91.5425% | 7 | 92.3354% | 9 | 92.1631% | 9 | |
dempbc | 87.9634% | 29 | 90.2244% | 18 | 90.4972% | 17 | 91.3975% | 20 | 92.2160% | 18 | 92.0063% | 19 | |
demphl | 87.8696% | 36 | 89.8885% | 43 | 90.5552% | 11 | 91.3242% | 26 | 92.2177% | 17 | 92.1342% | 10 | |
dempchr | 86.8005% | 62 | 89.5509% | 54 | 89.2746% | 67 | 90.3762% | 65 | 89.8765% | 72 | 90.1391% | 71 | |
dempchr2 | 88.1492% | 21 | 90.2227% | 19 | 90.7189% | 5 | 91.5220% | 8 | 92.3320% | 10 | 92.2041% | 7 | |
dempjac | 87.9583% | 31 | 90.1852% | 27 | 90.3898% | 29 | 91.2338% | 34 | 92.0608% | 37 | 91.8306% | 38 | |
dempper | 87.9617% | 30 | 90.2176% | 20 | 90.5023% | 16 | 91.5101% | 10 | 92.3712% | 6 | 92.1973% | 8 | |
dempse | 88.2959% | 11 | 90.2005% | 21 | 90.2517% | 41 | 90.9627% | 46 | 91.9091% | 45 | 91.6704% | 48 | |
dempfr | 88.7716% | 2 | 90.5535% | 2 | 90.6268% | 9 | 91.3583% | 23 | 92.1700% | 22 | 92.0301% | 17 | |
dempm | 87.4399% | 52 | 89.5082% | 57 | 89.8186% | 56 | 90.7035% | 55 | 91.3055% | 63 | 91.1298% | 63 | |
dempmc | 88.6437% | 6 | 90.5109% | 4 | 90.3727% | 31 | 90.9440% | 49 | 91.7471% | 52 | 91.6090% | 49 | |
pprod | 87.3785% | 53 | 89.4127% | 60 | 90.1170% | 46 | 91.0770% | 42 | 92.1290% | 27 | 91.9244% | 24 | |
bayes | 87.5797% | 44 | 89.8953% | 42 | 89.9925% | 52 | 90.9440% | 49 | 91.6550% | 56 | 91.3532% | 58 | |
fi | 86.8960% | 61 | 89.3445% | 61 | 89.3974% | 65 | 90.3540% | 66 | 91.0582% | 66 | 90.9013% | 66 | |
fic | 86.1610% | 70 | 89.0802% | 67 | 89.1791% | 69 | 90.1647% | 69 | 90.8638% | 68 | 90.6558% | 68 | |
dtp1 | 88.0213% | 22 | 90.1937% | 23 | 90.2977% | 36 | 91.2202% | 35 | 91.9841% | 41 | 91.7590% | 41 | |
dtp2 | 88.2976% | 9 | 90.3693% | 13 | 90.4427% | 23 | 91.4487% | 15 | 92.1103% | 32 | 91.9142% | 26 | |
dtp3 | 88.2567% | 13 | 90.3847% | 10 | 90.4699% | 19 | 91.4709% | 12 | 92.1546% | 23 | 91.9108% | 31 | |
dtp4 | 86.6913% | 65 | 88.6966% | 69 | 89.4486% | 63 | 90.4086% | 63 | 91.7641% | 50 | 91.4964% | 51 | |
dti1 | 88.3232% | 7 | 90.4410% | 8 | 90.4597% | 20 | 91.4572% | 13 | 92.1427% | 24 | 91.9500% | 22 | |
dti2 | 87.6547% | 43 | 89.7248% | 50 | 90.0437% | 50 | 90.7871% | 52 | 91.6925% | 53 | 91.4947% | 53 | |
dti3 | 86.9113% | 59 | 89.3394% | 62 | 89.5065% | 60 | 90.5126% | 58 | 91.5425% | 57 | 91.3532% | 58 | |
dti4 | 86.0792% | 71 | 88.7818% | 68 | 89.0376% | 71 | 89.6549% | 72 | 90.6149% | 70 | 90.4154% | 70 | |
dti5 | 86.4219% | 69 | 89.1655% | 66 | 89.1041% | 70 | 90.0488% | 70 | 90.8365% | 69 | 90.6456% | 69 | |
dtc | 86.6368% | 67 | 89.4878% | 58 | 89.5696% | 58 | 90.2977% | 67 | 91.1264% | 65 | 90.9065% | 65 | |
dte | 87.9548% | 33 | 90.1119% | 31 | 90.3574% | 32 | 91.3276% | 24 | 92.1342% | 26 | 91.8971% | 33 | |
dtmnk | 88.2976% | 9 | 90.3693% | 13 | 90.4427% | 23 | 91.4487% | 15 | 92.1103% | 32 | 91.9142% | 26 | |
dtch | 86.6913% | 65 | 88.6966% | 69 | 89.4486% | 63 | 90.4086% | 63 | 91.7641% | 50 | 91.4964% | 51 | |
dtcan | 83.1480% | 75 | 83.8420% | 75 | 83.6067% | 75 | 84.5463% | 75 | 84.9419% | 75 | 85.1124% | 75 | |
dtas | 87.8270% | 37 | 90.0624% | 33 | 90.3045% | 34 | 91.3242% | 26 | 92.1751% | 20 | 91.9125% | 28 | |
dtchi | 87.9924% | 27 | 90.1136% | 30 | 90.4887% | 18 | 91.3259% | 25 | 92.1256% | 28 | 91.9534% | 21 | |
dtchi2 | 88.1663% | 19 | 90.2977% | 16 | 90.6063% | 10 | 91.5203% | 9 | 92.2876% | 13 | 92.1205% | 12 | |
dtbc | 88.0213% | 22 | 90.1937% | 23 | 90.2977% | 36 | 91.2202% | 35 | 91.9841% | 41 | 91.7590% | 41 | |
dthl | 87.9651% | 28 | 90.0266% | 37 | 90.6643% | 6 | 91.3737% | 21 | 92.2382% | 15 | 92.0830% | 13 | |
dtchr | 87.8270% | 37 | 90.0624% | 33 | 90.3045% | 34 | 91.3242% | 26 | 92.1751% | 20 | 91.9125% | 28 | |
dtchr2 | 88.1663% | 19 | 90.1954% | 22 | 90.7820% | 3 | 91.5936% | 6 | 92.3763% | 5 | 92.2416% | 6 | |
dtjac | 88.0213% | 22 | 90.1937% | 23 | 90.2977% | 36 | 91.2202% | 35 | 91.9841% | 41 | 91.7590% | 41 | |
dtper | 88.0213% | 22 | 90.1937% | 23 | 90.2977% | 36 | 91.2202% | 35 | 91.9841% | 41 | 91.7590% | 41 | |
dtse | 88.0009% | 26 | 89.9277% | 39 | 89.9482% | 53 | 90.6405% | 56 | 91.5016% | 59 | 91.3839% | 56 | |
dtfr | 88.6932% | 5 | 90.4665% | 6 | 90.5552% | 11 | 91.2799% | 29 | 92.0881% | 36 | 91.9654% | 20 | |
dtm | 88.7648% | 3 | 90.5194% | 3 | 90.8059% | 2 | 91.7283% | 3 | 92.4445% | 3 | 92.2467% | 5 | |
dtmc | 89.0240% | 1 | 90.4836% | 5 | 90.4086% | 27 | 90.7445% | 54 | 91.4299% | 61 | 91.3822% | 57 | |
epw | 87.6599% | 42 | 89.9158% | 40 | 90.0795% | 48 | 91.1861% | 41 | 92.0012% | 40 | 91.7607% | 40 | |
gc | 87.8253% | 39 | 89.9055% | 41 | 90.2653% | 40 | 91.2373% | 33 | 92.0608% | 37 | 91.7761% | 39 | |
mgc | 87.5081% | 50 | 90.0999% | 32 | 90.3881% | 30 | 91.4180% | 19 | 92.2535% | 14 | 92.0131% | 18 | |
ogc | 87.7673% | 40 | 89.9908% | 38 | 90.4375% | 26 | 91.6107% | 5 | 92.4292% | 4 | 92.2689% | 3 | |
omgc | 87.1159% | 56 | 90.1528% | 28 | 90.7411% | 4 | 91.6465% | 4 | 92.3695% | 7 | 92.2552% | 4 | |
mlr | 88.7222% | 4 | 90.5637% | 1 | 90.8502% | 1 | 91.7812% | 1 | 92.4939% | 2 | 92.3217% | 1 | |
joinedin | 88.6676% | 91.2577% | 91.9534% | 93.5801% | 94.1121% | 94.1786% | |||||||
oracle | 91.6056% | 93.4028% | 93.2561% | 94.0917% | 94.7277% | 94.5555% | |||||||
cdc | 0.8623 | 0.8326 | 0.8756 | 0.8717 | 0.8805 | 0.8773 |