Табела NN12: | Резултати на комбинирањето на двата NN класификатори за првото и второто множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
FS1 | 81.8453% | 84.5429% | 86.3503% | 87.8031% | 89.7453% | 89.9158% | |||||||
FS2 | 86.8840% | 89.8612% | 90.3591% | 91.9449% | 93.3244% | 93.9979% | |||||||
- | - | - | - | - | - | - | |||||||
- | - | - | - | - | - | - | |||||||
vote | 84.4081% | 75 | 87.1671% | 75 | 88.2976% | 75 | 89.9430% | 75 | 91.4998% | 74 | 92.0319% | 75 | |
borda | 86.2616% | 71 | 88.4971% | 74 | 89.8817% | 71 | 91.2782% | 70 | 92.7668% | 71 | 93.0976% | 69 | |
bks | 87.8048% | 28 | 90.2807% | 40 | 90.8928% | 53 | 92.4121% | 53 | 93.3738% | 66 | 94.1360% | 58 | |
bksv | 87.8065% | 25 | 90.2807% | 40 | 90.8911% | 54 | 92.4155% | 52 | 93.3755% | 65 | 94.1411% | 57 | |
avg | 87.4723% | 47 | 90.1511% | 46 | 91.2168% | 34 | 92.6491% | 34 | 94.0780% | 30 | 94.2690% | 43 | |
prod | 87.4876% | 46 | 90.1016% | 53 | 91.2270% | 33 | 92.6491% | 34 | 94.0507% | 36 | 94.2485% | 45 | |
harm | 87.4177% | 50 | 90.0215% | 59 | 91.1861% | 40 | 92.6082% | 39 | 94.0030% | 43 | 94.2144% | 53 | |
cprod | 87.3461% | 56 | 90.0914% | 54 | 91.0326% | 48 | 92.5178% | 49 | 94.0098% | 41 | 94.2315% | 49 | |
maxmax | 86.8891% | 66 | 89.9345% | 64 | 90.6524% | 63 | 92.2160% | 64 | 93.7319% | 61 | 94.0763% | 62 | |
minmax | 87.3393% | 57 | 89.9448% | 63 | 91.1145% | 45 | 92.5502% | 44 | 93.9382% | 45 | 94.1837% | 55 | |
med | 87.4723% | 47 | 90.1511% | 46 | 91.2168% | 34 | 92.6491% | 34 | 94.0780% | 30 | 94.2690% | 43 | |
davg | 87.4621% | 49 | 90.1426% | 50 | 91.1332% | 44 | 92.6167% | 38 | 94.0576% | 34 | 94.2861% | 39 | |
demp | 87.9617% | 16 | 90.4188% | 21 | 91.3651% | 15 | 92.7241% | 13 | 94.1445% | 14 | 94.3730% | 18 | |
dempp1 | 87.8713% | 20 | 90.4631% | 15 | 91.3259% | 16 | 92.7327% | 10 | 94.1684% | 8 | 94.4208% | 8 | |
dempp2 | 87.7468% | 34 | 90.3642% | 32 | 91.2304% | 32 | 92.6679% | 29 | 94.0797% | 29 | 94.3543% | 26 | |
dempp3 | 87.3205% | 60 | 90.1460% | 48 | 91.0275% | 49 | 92.5877% | 42 | 94.0218% | 38 | 94.3082% | 33 | |
dempp4 | 87.3734% | 53 | 90.0726% | 55 | 90.9099% | 51 | 92.3950% | 54 | 93.8888% | 50 | 94.2213% | 51 | |
dempi1 | 87.8798% | 19 | 90.4870% | 11 | 91.2986% | 19 | 92.7617% | 7 | 94.1872% | 5 | 94.4139% | 10 | |
dempi2 | 87.8167% | 24 | 90.4444% | 17 | 91.3003% | 18 | 92.6662% | 30 | 94.1036% | 26 | 94.3747% | 17 | |
dempi3 | 86.9573% | 65 | 89.9772% | 61 | 90.7649% | 59 | 92.4615% | 51 | 93.9229% | 47 | 94.2366% | 48 | |
dempi4 | 87.1688% | 63 | 89.9328% | 66 | 90.7257% | 60 | 92.2774% | 62 | 93.7745% | 56 | 94.1309% | 59 | |
dempi5 | 86.8755% | 68 | 89.8441% | 68 | 90.6081% | 66 | 92.2927% | 60 | 93.7353% | 60 | 94.0985% | 61 | |
dempc | 87.5303% | 45 | 90.2534% | 42 | 91.2100% | 38 | 92.6713% | 27 | 94.1292% | 19 | 94.3372% | 30 | |
dempmnk | 87.7229% | 37 | 90.3045% | 38 | 91.1367% | 43 | 92.5775% | 43 | 93.9501% | 44 | 94.2758% | 41 | |
dempch | 87.3939% | 51 | 90.0658% | 57 | 90.8860% | 55 | 92.3899% | 55 | 93.8939% | 49 | 94.2196% | 52 | |
dempcan | 68.3985% | 77 | 65.1451% | 77 | 64.0572% | 77 | 68.9919% | 77 | 70.3509% | 77 | 72.8063% | 77 | |
dempas | 86.0485% | 73 | 88.5858% | 73 | 89.1945% | 73 | 90.5296% | 73 | 91.4282% | 75 | 92.2791% | 74 | |
dempchi | 87.9975% | 15 | 90.4716% | 12 | 91.2901% | 20 | 92.6849% | 20 | 94.1360% | 18 | 94.3679% | 20 | |
dempchi2 | 88.0572% | 12 | 90.4324% | 19 | 91.3055% | 17 | 92.6900% | 18 | 94.0763% | 32 | 94.3798% | 13 | |
dempbc | 87.8679% | 21 | 90.4222% | 20 | 91.2748% | 24 | 92.6832% | 21 | 94.1377% | 17 | 94.3713% | 19 | |
demphl | 88.2072% | 7 | 90.5995% | 5 | 91.4333% | 9 | 92.7770% | 5 | 94.1855% | 7 | 94.4378% | 6 | |
dempchr | 86.1184% | 72 | 88.8177% | 71 | 89.3309% | 72 | 90.7121% | 72 | 91.5987% | 73 | 92.4309% | 73 | |
dempchr2 | 88.1919% | 8 | 90.5808% | 7 | 91.4419% | 8 | 92.7685% | 6 | 94.1684% | 8 | 94.4293% | 7 | |
dempjac | 87.6752% | 41 | 90.3233% | 36 | 91.1486% | 42 | 92.5928% | 40 | 94.0576% | 34 | 94.2929% | 37 | |
dempper | 87.9122% | 17 | 90.5075% | 9 | 91.3703% | 14 | 92.7497% | 8 | 94.1872% | 5 | 94.4208% | 8 | |
dempse | 87.8969% | 18 | 90.3182% | 37 | 91.2679% | 25 | 92.5451% | 45 | 93.7626% | 57 | 94.1974% | 54 | |
dempfr | 88.1697% | 10 | 90.5262% | 8 | 91.5033% | 6 | 92.6713% | 27 | 93.9280% | 46 | 94.3116% | 32 | |
dempm | 85.6103% | 74 | 88.5909% | 72 | 89.0001% | 74 | 90.3318% | 74 | 92.2399% | 72 | 92.5519% | 72 | |
dempmc | 89.3718% | 3 | 90.7769% | 3 | 91.7147% | 3 | 92.2825% | 61 | 93.7830% | 54 | 93.9536% | 65 | |
pprod | 87.5814% | 42 | 90.1170% | 52 | 91.2833% | 22 | 92.6457% | 37 | 94.0354% | 37 | 94.2468% | 46 | |
bayes | 87.5712% | 44 | 89.5526% | 70 | 90.6200% | 65 | 92.3081% | 58 | 93.0993% | 70 | 93.8871% | 66 | |
fi | 87.3785% | 52 | 90.0164% | 60 | 90.6899% | 61 | 92.2672% | 63 | 93.6466% | 63 | 94.2383% | 47 | |
fic | 87.3598% | 54 | 89.9158% | 67 | 90.5075% | 68 | 91.5783% | 68 | 93.3909% | 64 | 93.6654% | 68 | |
dtp1 | 87.7656% | 30 | 90.4017% | 23 | 91.2645% | 28 | 92.6730% | 22 | 94.1155% | 22 | 94.3560% | 22 | |
dtp2 | 87.7281% | 35 | 90.3659% | 30 | 91.2117% | 36 | 92.6525% | 32 | 94.0917% | 27 | 94.3474% | 27 | |
dtp3 | 87.3256% | 58 | 90.1613% | 44 | 90.9968% | 50 | 92.5911% | 41 | 94.0098% | 41 | 94.3065% | 34 | |
dtp4 | 87.7195% | 38 | 90.3915% | 27 | 91.1094% | 46 | 92.5246% | 47 | 94.0115% | 39 | 94.3048% | 35 | |
dti1 | 87.6769% | 40 | 90.3523% | 35 | 91.2014% | 39 | 92.6542% | 31 | 94.0763% | 32 | 94.3338% | 31 | |
dti2 | 87.7894% | 29 | 90.4103% | 22 | 91.2901% | 20 | 92.6730% | 22 | 94.1224% | 20 | 94.3798% | 13 | |
dti3 | 86.9744% | 64 | 90.0488% | 58 | 90.7854% | 58 | 92.4752% | 50 | 93.9075% | 48 | 94.2264% | 50 | |
dti4 | 87.2813% | 62 | 90.0675% | 56 | 90.6763% | 62 | 92.1308% | 66 | 93.7592% | 59 | 94.1462% | 56 | |
dti5 | 86.8891% | 66 | 89.9345% | 64 | 90.6524% | 63 | 92.2160% | 64 | 93.7319% | 61 | 94.0763% | 62 | |
dtc | 86.8721% | 69 | 89.9652% | 62 | 90.6046% | 67 | 92.3030% | 59 | 93.7916% | 53 | 94.1309% | 59 | |
dte | 87.8338% | 22 | 90.3881% | 29 | 91.2833% | 22 | 92.6883% | 19 | 94.1462% | 13 | 94.3679% | 20 | |
dtmnk | 87.7281% | 35 | 90.3659% | 30 | 91.2117% | 36 | 92.6525% | 32 | 94.0917% | 27 | 94.3474% | 27 | |
dtch | 87.7195% | 38 | 90.3915% | 27 | 91.1094% | 46 | 92.5246% | 47 | 94.0115% | 39 | 94.3048% | 35 | |
dtcan | 68.4940% | 76 | 65.1587% | 76 | 64.5943% | 76 | 69.7149% | 76 | 71.3126% | 76 | 73.9658% | 76 | |
dtas | 87.8065% | 25 | 90.3642% | 32 | 91.2662% | 26 | 92.6917% | 16 | 94.1684% | 8 | 94.3798% | 13 | |
dtchi | 88.0299% | 13 | 90.4904% | 10 | 91.3856% | 11 | 92.7207% | 14 | 94.1428% | 16 | 94.3918% | 11 | |
dtchi2 | 88.0128% | 14 | 90.4444% | 17 | 91.3788% | 12 | 92.7310% | 11 | 94.1445% | 14 | 94.3867% | 12 | |
dtbc | 87.7656% | 30 | 90.4017% | 23 | 91.2645% | 28 | 92.6730% | 22 | 94.1155% | 22 | 94.3560% | 22 | |
dthl | 88.2464% | 5 | 90.6098% | 4 | 91.5220% | 5 | 92.8316% | 3 | 94.1940% | 3 | 94.4600% | 4 | |
dtchr | 87.8065% | 25 | 90.3642% | 32 | 91.2662% | 26 | 92.6917% | 16 | 94.1684% | 8 | 94.3798% | 13 | |
dtchr2 | 88.2498% | 4 | 90.5944% | 6 | 91.5425% | 4 | 92.8333% | 2 | 94.1889% | 4 | 94.4600% | 4 | |
dtjac | 87.7656% | 30 | 90.4017% | 23 | 91.2645% | 28 | 92.6730% | 22 | 94.1155% | 22 | 94.3560% | 22 | |
dtper | 87.7656% | 30 | 90.4017% | 23 | 91.2645% | 28 | 92.6730% | 22 | 94.1155% | 22 | 94.3560% | 22 | |
dtse | 87.3222% | 59 | 89.6958% | 69 | 90.8263% | 57 | 91.9773% | 67 | 93.2510% | 67 | 93.7967% | 67 | |
dtfr | 88.0810% | 11 | 90.4614% | 16 | 91.4623% | 7 | 92.5263% | 46 | 93.8120% | 52 | 94.2758% | 41 | |
dtm | 88.1731% | 9 | 90.1289% | 51 | 89.9107% | 70 | 91.2492% | 71 | 93.1266% | 69 | 92.6917% | 71 | |
dtmc | 90.4392% | 2 | 91.3975% | 2 | 92.2041% | 2 | 92.7497% | 8 | 93.8325% | 51 | 94.0149% | 64 | |
epw | 87.3598% | 54 | 90.1443% | 49 | 91.1827% | 41 | 92.7122% | 15 | 94.1172% | 21 | 94.3474% | 27 | |
gc | 87.2967% | 61 | 90.1545% | 45 | 90.8724% | 56 | 92.3678% | 57 | 93.7609% | 58 | 94.2878% | 38 | |
mgc | 87.5814% | 42 | 90.3028% | 39 | 90.8979% | 52 | 92.3848% | 56 | 93.7830% | 54 | 94.2792% | 40 | |
ogc | 87.8236% | 23 | 90.4682% | 14 | 91.3788% | 12 | 92.8265% | 4 | 94.1633% | 12 | 94.4941% | 2 | |
omgc | 86.6299% | 70 | 90.4716% | 12 | 91.4333% | 9 | 92.7293% | 12 | 94.2127% | 2 | 94.4804% | 3 | |
mlr | 88.2294% | 6 | 90.2073% | 43 | 89.9533% | 69 | 91.3822% | 69 | 93.2408% | 68 | 92.8537% | 70 | |
mlpcmb | 94.0661% | 1 | 94.4054% | 1 | 94.6510% | 1 | 94.9766% | 1 | 95.5496% | 1 | 95.4694% | 1 | |
joinedin | 88.1083% | 90.8434% | 91.5715% | 93.2732% | 94.5913% | 95.1574% | |||||||
oracle | 90.6626% | 93.1777% | 93.6091% | 95.0159% | 95.9741% | 96.2316% | |||||||
cdc | 0.9126 | 0.9017 | 0.9149 | 0.9003 | 0.9101 | 0.9181 |