Табела NN13: | Резултати на комбинирањето на двата NN класификатори за првото и третото 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% | |||||||
- | - | - | - | - | - | - | |||||||
FS3 | 83.7465% | 85.3954% | 87.0596% | 88.7716% | 91.5271% | 91.5817% | |||||||
- | - | - | - | - | - | - | |||||||
vote | 82.9161% | 75 | 85.0595% | 75 | 86.7084% | 75 | 88.3249% | 75 | 90.7308% | 73 | 90.7513% | 75 | |
borda | 84.2717% | 74 | 86.5055% | 71 | 87.8457% | 70 | 89.5662% | 68 | 91.7300% | 69 | 91.9636% | 70 | |
bks | 86.0843% | 38 | 88.0930% | 13 | 88.3624% | 65 | 89.9294% | 64 | 92.0319% | 64 | 92.2655% | 65 | |
bksv | 86.0843% | 38 | 88.0930% | 13 | 88.3624% | 65 | 89.9294% | 64 | 92.0319% | 64 | 92.2638% | 66 | |
avg | 85.7671% | 48 | 87.6650% | 42 | 88.9148% | 35 | 90.7274% | 29 | 92.8998% | 9 | 93.0208% | 18 | |
prod | 85.7365% | 51 | 87.6752% | 40 | 88.8859% | 42 | 90.6967% | 36 | 92.9066% | 7 | 93.0362% | 13 | |
harm | 85.7075% | 53 | 87.6394% | 47 | 88.8040% | 45 | 90.6763% | 38 | 92.8486% | 25 | 92.9936% | 31 | |
cprod | 85.6751% | 56 | 87.5217% | 52 | 88.8279% | 44 | 90.5995% | 42 | 92.7429% | 43 | 92.8691% | 46 | |
maxmax | 85.2692% | 64 | 87.1023% | 63 | 88.5653% | 58 | 90.2517% | 56 | 92.4445% | 56 | 92.5724% | 58 | |
minmax | 85.6665% | 57 | 87.5917% | 50 | 88.7716% | 48 | 90.6456% | 40 | 92.8230% | 36 | 92.9168% | 41 | |
med | 85.7671% | 48 | 87.6650% | 42 | 88.9148% | 35 | 90.7274% | 29 | 92.8998% | 9 | 93.0208% | 18 | |
davg | 85.7825% | 47 | 87.6053% | 49 | 88.8876% | 41 | 90.7070% | 35 | 92.8623% | 23 | 92.9543% | 39 | |
demp | 86.3350% | 24 | 87.8832% | 27 | 88.9541% | 25 | 90.7496% | 22 | 92.9032% | 8 | 93.0515% | 12 | |
dempp1 | 86.3418% | 22 | 87.8781% | 28 | 88.9660% | 23 | 90.7428% | 25 | 92.8401% | 29 | 93.0157% | 20 | |
dempp2 | 86.3077% | 25 | 87.8628% | 30 | 88.9831% | 17 | 90.7581% | 15 | 92.8469% | 28 | 93.0021% | 27 | |
dempp3 | 85.5881% | 59 | 87.6087% | 48 | 88.7835% | 46 | 90.5910% | 43 | 92.7497% | 42 | 92.9134% | 42 | |
dempp4 | 85.9155% | 43 | 87.4109% | 56 | 88.6812% | 50 | 90.4273% | 49 | 92.6150% | 50 | 92.7804% | 50 | |
dempi1 | 86.2906% | 26 | 87.9105% | 24 | 88.9831% | 17 | 90.7666% | 11 | 92.8810% | 16 | 93.0635% | 10 | |
dempi2 | 86.3725% | 18 | 87.9412% | 18 | 88.9677% | 19 | 90.7547% | 20 | 92.8316% | 31 | 92.9953% | 28 | |
dempi3 | 84.8975% | 70 | 87.0494% | 66 | 88.5073% | 62 | 90.2449% | 58 | 92.5025% | 55 | 92.6969% | 54 | |
dempi4 | 85.7041% | 54 | 87.2370% | 60 | 88.5806% | 57 | 90.3045% | 53 | 92.5161% | 54 | 92.6389% | 55 | |
dempi5 | 85.1379% | 66 | 87.0272% | 67 | 88.4715% | 63 | 90.2073% | 60 | 92.4257% | 58 | 92.5860% | 57 | |
dempc | 85.8456% | 45 | 87.6752% | 40 | 88.8910% | 40 | 90.6916% | 37 | 92.8844% | 15 | 93.0277% | 16 | |
dempmnk | 86.2770% | 29 | 87.8696% | 29 | 88.9046% | 39 | 90.7240% | 32 | 92.7889% | 39 | 92.9492% | 40 | |
dempch | 85.9206% | 40 | 87.4143% | 55 | 88.6591% | 54 | 90.4358% | 48 | 92.6082% | 51 | 92.7770% | 51 | |
dempcan | 67.8733% | 77 | 65.8766% | 77 | 62.7119% | 77 | 67.6073% | 77 | 73.2292% | 77 | 73.2787% | 77 | |
dempas | 84.9589% | 69 | 87.1739% | 61 | 86.7510% | 74 | 88.4033% | 74 | 90.0846% | 75 | 91.0463% | 74 | |
dempchi | 86.5583% | 12 | 87.9855% | 16 | 89.0564% | 15 | 90.7666% | 11 | 92.8213% | 37 | 92.9782% | 36 | |
dempchi2 | 86.6299% | 8 | 88.1543% | 9 | 89.0666% | 14 | 90.8485% | 5 | 92.8725% | 18 | 93.0925% | 7 | |
dempbc | 86.3674% | 20 | 87.8918% | 26 | 88.9472% | 26 | 90.7615% | 13 | 92.8554% | 24 | 93.0123% | 21 | |
demphl | 86.7783% | 7 | 88.1407% | 10 | 89.2150% | 7 | 90.8382% | 6 | 92.8640% | 22 | 93.0839% | 8 | |
dempchr | 85.0322% | 67 | 87.2421% | 59 | 86.8721% | 73 | 88.4920% | 73 | 90.1852% | 74 | 91.1213% | 73 | |
dempchr2 | 86.8175% | 6 | 88.2072% | 8 | 89.2167% | 6 | 90.8536% | 4 | 92.8861% | 12 | 93.0976% | 6 | |
dempjac | 86.2258% | 34 | 87.7588% | 39 | 88.9148% | 35 | 90.6609% | 39 | 92.7531% | 41 | 92.8861% | 45 | |
dempper | 86.3691% | 19 | 87.9105% | 24 | 88.9848% | 16 | 90.7513% | 21 | 92.8708% | 19 | 93.0549% | 11 | |
dempse | 86.2531% | 31 | 88.0316% | 15 | 89.0819% | 13 | 90.4512% | 47 | 92.5656% | 52 | 92.8981% | 43 | |
dempfr | 86.5941% | 10 | 88.2822% | 4 | 89.2746% | 4 | 90.6285% | 41 | 92.7173% | 45 | 93.0362% | 13 | |
dempm | 84.3945% | 73 | 86.3298% | 73 | 88.2004% | 68 | 89.2746% | 69 | 91.4146% | 72 | 91.3583% | 72 | |
dempmc | 87.4928% | 3 | 88.8057% | 3 | 89.8493% | 3 | 90.1528% | 61 | 92.3575% | 59 | 92.6304% | 56 | |
pprod | 85.8166% | 46 | 87.6599% | 46 | 88.8773% | 43 | 90.7155% | 33 | 92.8861% | 12 | 93.0106% | 22 | |
bayes | 86.3401% | 23 | 87.6650% | 42 | 88.1151% | 69 | 89.8800% | 66 | 92.0233% | 66 | 92.2791% | 64 | |
fi | 84.5804% | 72 | 86.2770% | 74 | 87.6513% | 72 | 90.2346% | 59 | 91.9688% | 68 | 92.0660% | 67 | |
fic | 85.4091% | 62 | 86.3980% | 72 | 87.7997% | 71 | 89.1331% | 72 | 91.9722% | 67 | 91.9995% | 68 | |
dtp1 | 86.3810% | 14 | 87.9173% | 20 | 88.9438% | 27 | 90.7581% | 15 | 92.8299% | 32 | 93.0038% | 23 | |
dtp2 | 86.2889% | 27 | 87.8440% | 32 | 88.9677% | 19 | 90.7445% | 23 | 92.8486% | 25 | 92.9953% | 28 | |
dtp3 | 85.6069% | 58 | 87.5627% | 51 | 88.7784% | 47 | 90.5654% | 44 | 92.7344% | 44 | 92.8947% | 44 | |
dtp4 | 85.9189% | 41 | 87.4194% | 53 | 88.6710% | 52 | 90.3779% | 50 | 92.6747% | 46 | 92.8077% | 48 | |
dti1 | 86.2275% | 33 | 87.8577% | 31 | 88.9677% | 19 | 90.7411% | 26 | 92.8401% | 29 | 92.9901% | 33 | |
dti2 | 86.3435% | 21 | 87.9276% | 19 | 88.9575% | 24 | 90.7615% | 13 | 92.8162% | 38 | 92.9918% | 32 | |
dti3 | 84.9708% | 68 | 87.0835% | 65 | 88.5414% | 60 | 90.2909% | 55 | 92.5400% | 53 | 92.7395% | 52 | |
dti4 | 85.5489% | 60 | 87.1074% | 62 | 88.3453% | 67 | 90.1033% | 62 | 92.3439% | 60 | 92.5366% | 60 | |
dti5 | 85.2692% | 64 | 87.1023% | 63 | 88.5653% | 58 | 90.2517% | 56 | 92.4445% | 56 | 92.5724% | 58 | |
dtc | 84.7696% | 71 | 86.8960% | 70 | 88.4033% | 64 | 90.0368% | 63 | 92.2552% | 61 | 92.4854% | 61 | |
dte | 86.2395% | 32 | 87.8099% | 35 | 88.9438% | 27 | 90.7138% | 34 | 92.8759% | 17 | 92.9799% | 35 | |
dtmnk | 86.2889% | 27 | 87.8440% | 32 | 88.9677% | 19 | 90.7445% | 23 | 92.8486% | 25 | 92.9953% | 28 | |
dtch | 85.9189% | 41 | 87.4194% | 53 | 88.6710% | 52 | 90.3779% | 50 | 92.6747% | 46 | 92.8077% | 48 | |
dtcan | 68.1104% | 76 | 66.1409% | 76 | 63.2029% | 76 | 68.2621% | 76 | 74.1636% | 76 | 74.3734% | 76 | |
dtas | 86.1985% | 35 | 87.7792% | 36 | 88.9438% | 27 | 90.7342% | 27 | 92.8691% | 20 | 92.9748% | 37 | |
dtchi | 86.6248% | 9 | 88.1220% | 11 | 89.0905% | 12 | 90.8144% | 9 | 92.8947% | 11 | 93.1095% | 5 | |
dtchi2 | 86.5890% | 11 | 88.1202% | 12 | 89.0922% | 11 | 90.8331% | 7 | 92.8861% | 12 | 93.1146% | 4 | |
dtbc | 86.3810% | 14 | 87.9173% | 20 | 88.9438% | 27 | 90.7581% | 15 | 92.8299% | 32 | 93.0038% | 23 | |
dthl | 86.8260% | 5 | 88.2669% | 5 | 89.1774% | 9 | 90.8706% | 2 | 92.9339% | 5 | 93.1862% | 2 | |
dtchr | 86.1985% | 35 | 87.7792% | 36 | 88.9438% | 27 | 90.7342% | 27 | 92.8691% | 20 | 92.9748% | 37 | |
dtchr2 | 86.8312% | 4 | 88.2652% | 6 | 89.1843% | 8 | 90.8655% | 3 | 92.9390% | 3 | 93.1777% | 3 | |
dtjac | 86.3810% | 14 | 87.9173% | 20 | 88.9438% | 27 | 90.7581% | 15 | 92.8299% | 32 | 93.0038% | 23 | |
dtper | 86.3810% | 14 | 87.9173% | 20 | 88.9438% | 27 | 90.7581% | 15 | 92.8299% | 32 | 93.0038% | 23 | |
dtse | 85.4977% | 61 | 87.3666% | 57 | 88.5397% | 61 | 89.8015% | 67 | 92.0915% | 63 | 92.3797% | 63 | |
dtfr | 86.5413% | 13 | 88.2328% | 7 | 89.2252% | 5 | 90.5450% | 45 | 92.6440% | 48 | 92.9867% | 34 | |
dtm | 85.7433% | 50 | 86.9505% | 68 | 88.6540% | 55 | 89.1502% | 71 | 91.5885% | 70 | 91.9449% | 71 | |
dtmc | 87.8184% | 2 | 88.8108% | 2 | 90.0641% | 2 | 90.3045% | 53 | 92.1325% | 62 | 92.3950% | 62 | |
epw | 85.7109% | 52 | 87.7741% | 38 | 88.9148% | 35 | 90.7837% | 10 | 92.9475% | 2 | 93.0277% | 16 | |
gc | 85.3579% | 63 | 87.2950% | 58 | 88.6181% | 56 | 90.3591% | 52 | 92.6184% | 49 | 92.7173% | 53 | |
mgc | 86.0928% | 37 | 87.8338% | 34 | 88.9319% | 34 | 90.5126% | 46 | 92.7889% | 39 | 92.8401% | 47 | |
ogc | 85.6904% | 55 | 87.6650% | 42 | 88.7716% | 48 | 90.7274% | 29 | 92.9373% | 4 | 93.0345% | 15 | |
omgc | 86.2702% | 30 | 87.9531% | 17 | 89.1485% | 10 | 90.8246% | 8 | 92.9288% | 6 | 93.0771% | 9 | |
mlr | 85.8473% | 44 | 86.9335% | 69 | 88.6795% | 51 | 89.2371% | 70 | 91.5186% | 71 | 91.9739% | 69 | |
mlpcmb | 92.6832% | 1 | 92.8486% | 1 | 93.2510% | 1 | 93.3874% | 1 | 94.0252% | 1 | 94.3730% | 1 | |
joinedin | 85.7791% | 87.5507% | 88.8262% | 90.4785% | 92.8810% | 93.4488% | |||||||
oracle | 89.7265% | 91.0582% | 91.9705% | 93.5324% | 94.8982% | 95.0926% | |||||||
cdc | 0.886 | 0.9006 | 0.919 | 0.9033 | 0.9241 | 0.9178 |