Табела SVML13_24: | Резултати на комбинирањето на двата SVM класификатори со линеарен кернел за унијата од првото и третото и унијата од второто и четвртото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
FS13 | 85.1004% | 86.8073% | 87.1091% | 88.6130% | 90.2108% | 90.2977% | |||||||
FS24 | 91.3737% | 92.2979% | 92.7889% | 94.0252% | 95.4728% | 95.6996% | |||||||
- | - | - | - | - | - | - | |||||||
- | - | - | - | - | - | - | |||||||
vote | 88.2464% | 76 | 89.6122% | 76 | 89.9789% | 74 | 91.3020% | 74 | 92.7327% | 74 | 92.9458% | 74 | |
borda | 89.1962% | 75 | 90.8706% | 73 | 91.2321% | 73 | 92.9202% | 72 | 93.8905% | 73 | 93.9518% | 73 | |
bks | 91.9909% | 39 | 92.9833% | 18 | 93.4795% | 7 | 94.2673% | 6 | 95.5052% | 7 | 95.5854% | 20 | |
bksv | 91.9943% | 38 | 92.9833% | 18 | 93.4795% | 7 | 94.2639% | 7 | 95.5018% | 9 | 95.5854% | 20 | |
avg | 91.6448% | 51 | 92.6883% | 47 | 92.7276% | 51 | 93.8632% | 35 | 95.3108% | 27 | 95.5564% | 24 | |
prod | 91.4248% | 59 | 92.5110% | 53 | 92.5332% | 57 | 93.7592% | 43 | 95.1420% | 56 | 95.4302% | 33 | |
harm | 90.9133% | 70 | 92.0898% | 65 | 92.0182% | 66 | 93.3124% | 66 | 94.7805% | 64 | 95.2085% | 57 | |
cprod | 91.8903% | 46 | 92.5195% | 52 | 92.5792% | 55 | 93.6381% | 57 | 95.0278% | 59 | 95.1813% | 58 | |
maxmax | 91.2731% | 67 | 91.6976% | 69 | 91.9312% | 69 | 93.2357% | 67 | 94.7038% | 67 | 94.7993% | 68 | |
minmax | 89.8373% | 72 | 91.3856% | 71 | 91.5186% | 72 | 92.9185% | 73 | 94.4702% | 70 | 94.9613% | 65 | |
med | 91.6448% | 51 | 92.6883% | 47 | 92.7276% | 51 | 93.8632% | 35 | 95.3108% | 27 | 95.5564% | 24 | |
davg | 91.7573% | 49 | 92.7173% | 45 | 92.7975% | 49 | 93.8427% | 40 | 95.1864% | 51 | 95.3552% | 39 | |
demp | 92.2177% | 21 | 92.9748% | 21 | 93.0584% | 20 | 93.9774% | 18 | 95.3756% | 20 | 95.4797% | 29 | |
dempp1 | 92.3081% | 16 | 93.0328% | 14 | 93.0584% | 20 | 93.6739% | 53 | 95.4558% | 16 | 95.7508% | 9 | |
dempp2 | 92.4633% | 6 | 92.9577% | 24 | 92.9663% | 38 | 93.9194% | 20 | 95.2239% | 35 | 95.3057% | 52 | |
dempp3 | 92.3541% | 13 | 92.8401% | 40 | 92.9049% | 44 | 93.8990% | 26 | 95.1983% | 48 | 95.3108% | 50 | |
dempp4 | 91.9142% | 44 | 92.7582% | 44 | 92.9475% | 42 | 94.0013% | 16 | 95.4916% | 10 | 95.7371% | 10 | |
dempi1 | 92.5775% | 3 | 93.1743% | 6 | 93.0481% | 24 | 93.6500% | 54 | 95.4694% | 14 | 95.7832% | 7 | |
dempi2 | 91.5800% | 56 | 92.4922% | 55 | 92.8708% | 47 | 93.8461% | 39 | 95.1727% | 54 | 95.3006% | 54 | |
dempi3 | 91.3413% | 62 | 92.4104% | 58 | 92.5332% | 57 | 93.7353% | 46 | 95.1813% | 53 | 95.2921% | 56 | |
dempi4 | 91.3191% | 63 | 92.0728% | 66 | 92.4394% | 60 | 93.4301% | 63 | 95.0124% | 62 | 95.1676% | 59 | |
dempi5 | 91.5902% | 54 | 92.1666% | 63 | 92.3729% | 63 | 93.4454% | 60 | 94.9596% | 63 | 95.1062% | 62 | |
dempc | 91.9398% | 41 | 92.8247% | 41 | 92.8367% | 48 | 93.7080% | 52 | 95.3501% | 22 | 95.6075% | 18 | |
dempmnk | 92.4274% | 9 | 92.9288% | 29 | 92.9714% | 37 | 93.8666% | 33 | 95.2239% | 35 | 95.2972% | 55 | |
dempch | 91.9261% | 43 | 92.7003% | 46 | 92.7889% | 50 | 93.8649% | 34 | 95.2785% | 31 | 95.3893% | 37 | |
dempcan | 89.4315% | 74 | 89.7759% | 75 | 88.3487% | 76 | 89.4520% | 75 | 90.2295% | 76 | 88.1731% | 76 | |
dempas | 91.7727% | 48 | 92.1614% | 64 | 92.0114% | 67 | 92.9339% | 71 | 94.1820% | 72 | 94.1002% | 72 | |
dempchi | 92.1649% | 27 | 93.0294% | 15 | 93.0055% | 29 | 93.5511% | 59 | 95.4063% | 19 | 95.6723% | 11 | |
dempchi2 | 92.2774% | 17 | 93.0089% | 16 | 93.0584% | 20 | 94.0183% | 13 | 95.3398% | 24 | 95.5104% | 27 | |
dempbc | 92.3320% | 14 | 93.0464% | 11 | 93.0345% | 27 | 93.7268% | 50 | 95.3535% | 21 | 95.5786% | 22 | |
demphl | 92.0046% | 37 | 92.9629% | 23 | 93.1231% | 18 | 93.8564% | 37 | 95.5240% | 6 | 95.7525% | 8 | |
dempchr | 91.7914% | 47 | 92.2399% | 62 | 91.9875% | 68 | 92.9850% | 70 | 94.1974% | 71 | 94.1241% | 71 | |
dempchr2 | 92.0796% | 31 | 92.9526% | 25 | 93.1470% | 15 | 94.0371% | 12 | 95.4797% | 13 | 95.6178% | 17 | |
dempjac | 92.2620% | 18 | 92.9117% | 31 | 92.9799% | 32 | 93.7302% | 48 | 95.2324% | 34 | 95.3876% | 38 | |
dempper | 92.3098% | 15 | 93.0532% | 10 | 93.0652% | 19 | 93.6483% | 56 | 95.5052% | 7 | 95.7934% | 6 | |
dempse | 92.0404% | 35 | 93.1896% | 5 | 93.3687% | 10 | 93.9143% | 23 | 95.2358% | 33 | 95.3927% | 36 | |
dempfr | 92.0677% | 32 | 93.1385% | 7 | 93.5699% | 5 | 94.1906% | 8 | 95.4626% | 15 | 95.6570% | 13 | |
dempm | 91.6465% | 50 | 92.4615% | 56 | 92.6406% | 53 | 93.4250% | 64 | 94.6970% | 69 | 94.7771% | 70 | |
dempmc | 92.4155% | 11 | 93.2067% | 4 | 93.3823% | 9 | 93.6279% | 58 | 95.0329% | 58 | 95.1659% | 60 | |
pprod | 91.5169% | 57 | 92.5417% | 50 | 92.5332% | 57 | 93.7455% | 45 | 95.1233% | 57 | 95.4200% | 34 | |
bayes | 91.6431% | 53 | 92.5383% | 51 | 93.0549% | 23 | 94.1548% | 9 | 95.4438% | 17 | 95.5547% | 26 | |
fi | 91.4998% | 58 | 92.2416% | 61 | 92.6304% | 54 | 93.7353% | 46 | 95.0210% | 60 | 95.0073% | 64 | |
fic | 91.0122% | 69 | 91.7812% | 68 | 92.3507% | 64 | 93.6500% | 54 | 95.0210% | 60 | 95.0431% | 63 | |
dtp1 | 92.2160% | 22 | 92.8640% | 36 | 92.9782% | 33 | 93.8751% | 29 | 95.2051% | 44 | 95.3143% | 44 | |
dtp2 | 92.4462% | 7 | 92.9509% | 26 | 92.9663% | 38 | 93.9075% | 24 | 95.2205% | 37 | 95.3143% | 44 | |
dtp3 | 92.3609% | 12 | 92.8725% | 35 | 92.9083% | 43 | 93.8768% | 28 | 95.2068% | 43 | 95.3228% | 41 | |
dtp4 | 91.2935% | 65 | 92.2672% | 59 | 92.3848% | 61 | 93.4335% | 61 | 95.2119% | 40 | 95.6451% | 15 | |
dti1 | 92.4718% | 5 | 92.9833% | 18 | 92.9612% | 41 | 93.8871% | 27 | 95.2137% | 39 | 95.3108% | 50 | |
dti2 | 91.5885% | 55 | 92.4957% | 54 | 92.8861% | 45 | 93.8410% | 41 | 95.1949% | 49 | 95.3211% | 42 | |
dti3 | 91.3754% | 60 | 92.4292% | 57 | 92.5604% | 56 | 93.7302% | 48 | 95.1949% | 49 | 95.3040% | 53 | |
dti4 | 90.6183% | 71 | 91.3413% | 72 | 91.8937% | 71 | 93.0549% | 69 | 94.6987% | 68 | 94.8419% | 67 | |
dti5 | 91.1571% | 68 | 91.6652% | 70 | 91.9278% | 70 | 93.2169% | 68 | 94.7089% | 66 | 94.7993% | 68 | |
dtc | 91.3651% | 61 | 91.8665% | 67 | 92.1001% | 65 | 93.3602% | 65 | 94.7499% | 65 | 94.8436% | 66 | |
dte | 92.2314% | 20 | 92.9202% | 30 | 93.0260% | 28 | 93.9280% | 19 | 95.3211% | 26 | 95.3978% | 35 | |
dtmnk | 92.4462% | 7 | 92.9509% | 26 | 92.9663% | 38 | 93.9075% | 24 | 95.2205% | 37 | 95.3143% | 44 | |
dtch | 91.2935% | 65 | 92.2672% | 59 | 92.3848% | 61 | 93.4335% | 61 | 95.2119% | 40 | 95.6451% | 15 | |
dtcan | 89.6088% | 73 | 90.0437% | 74 | 88.6062% | 75 | 89.3735% | 76 | 90.6916% | 75 | 88.7801% | 75 | |
dtas | 92.1290% | 28 | 92.8742% | 33 | 92.9936% | 30 | 93.9177% | 21 | 95.2955% | 29 | 95.4370% | 31 | |
dtchi | 92.0898% | 30 | 92.9117% | 31 | 93.0379% | 26 | 93.9842% | 17 | 95.3330% | 25 | 95.4865% | 28 | |
dtchi2 | 92.2433% | 19 | 93.0004% | 17 | 93.0481% | 24 | 94.0132% | 15 | 95.3450% | 23 | 95.4762% | 30 | |
dtbc | 92.2160% | 22 | 92.8640% | 36 | 92.9782% | 33 | 93.8751% | 29 | 95.2051% | 44 | 95.3143% | 44 | |
dthl | 91.9449% | 40 | 92.9305% | 28 | 93.1249% | 17 | 94.0166% | 14 | 95.4882% | 11 | 95.6570% | 13 | |
dtchr | 92.1290% | 28 | 92.8742% | 33 | 92.9936% | 30 | 93.9177% | 21 | 95.2955% | 29 | 95.4370% | 31 | |
dtchr2 | 92.0677% | 32 | 92.9714% | 22 | 93.1283% | 16 | 94.0729% | 11 | 95.4814% | 12 | 95.6587% | 12 | |
dtjac | 92.2160% | 22 | 92.8640% | 36 | 92.9782% | 33 | 93.8751% | 29 | 95.2051% | 44 | 95.3143% | 44 | |
dtper | 92.2160% | 22 | 92.8640% | 36 | 92.9782% | 33 | 93.8751% | 29 | 95.2051% | 44 | 95.3143% | 44 | |
dtse | 92.0591% | 34 | 93.0379% | 13 | 93.2783% | 14 | 93.8393% | 42 | 95.1830% | 52 | 95.3381% | 40 | |
dtfr | 92.0199% | 36 | 93.1061% | 8 | 93.5239% | 6 | 94.1445% | 10 | 95.4149% | 18 | 95.5700% | 23 | |
dtm | 92.6184% | 1 | 93.3431% | 1 | 93.9058% | 1 | 94.6629% | 1 | 95.9059% | 1 | 95.9673% | 1 | |
dtmc | 92.6150% | 2 | 93.3141% | 2 | 93.5955% | 4 | 93.7540% | 44 | 95.1523% | 55 | 95.1369% | 61 | |
epw | 91.9125% | 45 | 92.7787% | 43 | 92.8742% | 46 | 93.8564% | 37 | 95.2119% | 40 | 95.3160% | 43 | |
gc | 91.9364% | 42 | 92.6457% | 49 | 93.2834% | 13 | 94.4463% | 4 | 95.6638% | 5 | 95.7951% | 5 | |
mgc | 91.3020% | 64 | 92.8026% | 42 | 93.3670% | 11 | 94.3526% | 5 | 95.6860% | 4 | 95.8480% | 4 | |
ogc | 92.1802% | 26 | 93.0822% | 9 | 93.3295% | 12 | 94.5964% | 3 | 95.7508% | 3 | 95.9128% | 3 | |
omgc | 92.4223% | 10 | 93.0396% | 12 | 93.6159% | 3 | 93.7165% | 51 | 95.2392% | 32 | 95.6058% | 19 | |
mlr | 92.5383% | 4 | 93.2902% | 3 | 93.8802% | 2 | 94.6578% | 2 | 95.8923% | 2 | 95.9622% | 2 | |
joinedin | 92.4189% | 93.5648% | 93.3857% | 94.8505% | 95.8872% | 96.3902% | |||||||
oracle | 94.7294% | 95.0210% | 95.1131% | 96.0407% | 96.9785% | 97.1371% | |||||||
cdc | 0.8605 | 0.8986 | 0.9141 | 0.9163 | 0.9267 | 0.9256 |