Табела NN124: | Резултати на комбинирањето на трите NN класификатори за првото, второто и четвртото 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% | |||||||
- | - | - | - | - | - | - | |||||||
FS4 | 88.9455% | 90.7496% | 91.5629% | 93.0720% | 94.2349% | 94.3628% | |||||||
vote | 88.7460% | 75 | 91.3856% | 75 | 91.9568% | 74 | 93.5170% | 73 | 94.7294% | 71 | 94.9545% | 72 | |
borda | 89.4042% | 71 | 91.7658% | 73 | 92.5690% | 68 | 94.0968% | 62 | 95.1403% | 64 | 95.3552% | 64 | |
bks | 90.9320% | 12 | 92.2416% | 58 | 92.9168% | 56 | 93.9842% | 68 | 94.8743% | 70 | 95.2716% | 65 | |
bksv | 91.0207% | 8 | 92.3609% | 53 | 93.0720% | 49 | 94.1053% | 61 | 95.0090% | 67 | 95.4336% | 59 | |
avg | 90.3676% | 45 | 92.5792% | 34 | 93.3840% | 18 | 94.8078% | 6 | 95.7167% | 10 | 95.8855% | 13 | |
prod | 90.3932% | 44 | 92.5894% | 33 | 93.4096% | 16 | 94.7823% | 10 | 95.7781% | 3 | 95.9042% | 9 | |
harm | 90.3523% | 46 | 92.4394% | 50 | 93.2920% | 26 | 94.6799% | 16 | 95.6809% | 12 | 95.8497% | 16 | |
cprod | 90.0778% | 56 | 92.4104% | 52 | 93.0277% | 51 | 94.4054% | 48 | 95.3944% | 41 | 95.5854% | 49 | |
maxmax | 89.7418% | 63 | 92.2160% | 60 | 92.7003% | 61 | 94.0814% | 63 | 95.2358% | 55 | 95.4541% | 55 | |
minmax | 90.1971% | 53 | 92.2279% | 59 | 93.2408% | 30 | 94.5145% | 32 | 95.6468% | 15 | 95.8088% | 19 | |
med | 89.3633% | 73 | 91.9227% | 69 | 92.5775% | 66 | 94.0627% | 65 | 95.1250% | 65 | 95.3586% | 63 | |
davg | 90.3079% | 48 | 92.4820% | 47 | 93.2510% | 29 | 94.5947% | 23 | 95.5121% | 22 | 95.7235% | 24 | |
demp | 90.6711% | 22 | 92.6866% | 25 | 93.2988% | 24 | 94.6032% | 20 | 95.4865% | 24 | 95.7508% | 23 | |
dempp1 | 90.8263% | 14 | 92.9015% | 12 | 93.4932% | 10 | 94.7686% | 11 | 95.6962% | 11 | 95.9230% | 6 | |
dempp2 | 90.4597% | 38 | 92.5349% | 44 | 93.1385% | 45 | 94.4975% | 37 | 95.4370% | 32 | 95.6792% | 36 | |
dempp3 | 90.0368% | 57 | 92.3200% | 57 | 92.9680% | 54 | 94.4122% | 45 | 95.3671% | 44 | 95.5939% | 48 | |
dempp4 | 90.2687% | 51 | 92.5042% | 46 | 93.0106% | 52 | 94.3338% | 49 | 95.3825% | 42 | 95.6041% | 45 | |
dempi1 | 90.8246% | 15 | 92.8674% | 13 | 93.5136% | 5 | 94.8181% | 4 | 95.7423% | 7 | 95.9418% | 5 | |
dempi2 | 90.5092% | 35 | 92.5724% | 35 | 93.1777% | 41 | 94.4907% | 40 | 95.4217% | 35 | 95.6706% | 40 | |
dempi3 | 89.6412% | 67 | 92.1290% | 64 | 92.7634% | 59 | 94.2230% | 53 | 95.2409% | 54 | 95.5035% | 51 | |
dempi4 | 90.0931% | 54 | 92.3456% | 55 | 92.8060% | 58 | 94.1974% | 55 | 95.2767% | 52 | 95.5001% | 52 | |
dempi5 | 89.7572% | 62 | 92.1887% | 62 | 92.6491% | 64 | 94.1138% | 60 | 95.2051% | 60 | 95.4456% | 57 | |
dempc | 90.5160% | 28 | 92.7173% | 22 | 93.3960% | 17 | 94.8010% | 9 | 95.7218% | 9 | 95.9128% | 7 | |
dempmnk | 90.3438% | 47 | 92.4564% | 48 | 93.0498% | 50 | 94.4071% | 47 | 95.3569% | 45 | 95.6041% | 45 | |
dempch | 90.2312% | 52 | 92.4513% | 49 | 92.9560% | 55 | 94.2792% | 50 | 95.3313% | 47 | 95.5598% | 50 | |
dempcan | 71.5292% | 77 | 69.2375% | 76 | 72.3135% | 77 | 79.4138% | 77 | 82.4216% | 77 | 85.7467% | 77 | |
dempas | 89.6753% | 66 | 91.9398% | 68 | 92.4991% | 69 | 93.4113% | 74 | 94.0576% | 75 | 94.5197% | 75 | |
dempchi | 90.7973% | 18 | 92.7480% | 17 | 93.3175% | 22 | 94.6032% | 20 | 95.5274% | 20 | 95.7559% | 22 | |
dempchi2 | 90.7496% | 20 | 92.6611% | 27 | 93.2954% | 25 | 94.6032% | 20 | 95.5104% | 23 | 95.7781% | 20 | |
dempbc | 90.7428% | 21 | 92.7037% | 23 | 93.3107% | 23 | 94.6117% | 19 | 95.5155% | 21 | 95.7610% | 21 | |
demphl | 91.0395% | 6 | 92.9322% | 8 | 93.5000% | 8 | 94.7209% | 14 | 95.6365% | 16 | 95.8701% | 14 | |
dempchr | 89.8015% | 61 | 92.0864% | 65 | 92.5707% | 67 | 93.5221% | 72 | 94.1411% | 74 | 94.6390% | 74 | |
dempchr2 | 90.9798% | 10 | 92.8537% | 15 | 93.4778% | 11 | 94.6919% | 15 | 95.6024% | 17 | 95.8565% | 15 | |
dempjac | 90.5262% | 26 | 92.6321% | 28 | 93.2118% | 33 | 94.5248% | 27 | 95.4609% | 28 | 95.6877% | 27 | |
dempper | 90.8638% | 13 | 92.9236% | 11 | 93.5153% | 4 | 94.8112% | 5 | 95.7423% | 7 | 95.9537% | 4 | |
dempse | 90.4921% | 36 | 92.7310% | 21 | 93.2800% | 28 | 94.4088% | 46 | 95.2853% | 50 | 95.6382% | 42 | |
dempfr | 90.5944% | 23 | 92.8588% | 14 | 93.4505% | 13 | 94.5009% | 35 | 95.2989% | 48 | 95.6553% | 41 | |
dempm | 89.6122% | 69 | 91.5868% | 74 | 91.8903% | 75 | 93.2459% | 75 | 94.5521% | 73 | 94.7123% | 73 | |
dempmc | 91.8767% | 5 | 93.0021% | 5 | 93.5051% | 7 | 94.2093% | 54 | 95.2358% | 55 | 95.4115% | 61 | |
pprod | 90.4614% | 37 | 92.6099% | 30 | 93.4267% | 15 | 94.8044% | 8 | 95.7559% | 6 | 95.8906% | 11 | |
bayes | 89.8049% | 60 | 92.0745% | 66 | 92.4735% | 71 | 93.9092% | 70 | 94.9306% | 69 | 95.1932% | 68 | |
fi | 89.3906% | 72 | 91.8443% | 71 | 92.4974% | 70 | 94.1513% | 59 | 95.0431% | 66 | 95.2324% | 66 | |
fic | 89.3599% | 74 | 91.8306% | 72 | 92.4701% | 72 | 93.7745% | 71 | 94.9579% | 68 | 95.1608% | 70 | |
dtp1 | 90.5126% | 31 | 92.5519% | 37 | 93.1794% | 37 | 94.5163% | 28 | 95.4200% | 36 | 95.6843% | 28 | |
dtp2 | 90.4529% | 41 | 92.5366% | 42 | 93.1419% | 42 | 94.5043% | 33 | 95.4319% | 33 | 95.6826% | 33 | |
dtp3 | 90.0829% | 55 | 92.3507% | 54 | 92.9918% | 53 | 94.4208% | 44 | 95.3825% | 42 | 95.5956% | 47 | |
dtp4 | 90.4580% | 39 | 92.7378% | 18 | 93.1300% | 47 | 94.4515% | 42 | 95.4473% | 30 | 95.6740% | 38 | |
dti1 | 90.4000% | 43 | 92.5229% | 45 | 93.1419% | 42 | 94.5009% | 35 | 95.4490% | 29 | 95.6826% | 33 | |
dti2 | 90.5313% | 25 | 92.5707% | 36 | 93.1845% | 36 | 94.4873% | 41 | 95.4183% | 40 | 95.6757% | 37 | |
dti3 | 89.6770% | 65 | 92.1751% | 63 | 92.7565% | 60 | 94.2247% | 52 | 95.2648% | 53 | 95.5001% | 52 | |
dti4 | 89.9516% | 58 | 92.3320% | 56 | 92.6184% | 65 | 94.0405% | 67 | 95.1864% | 61 | 95.4456% | 57 | |
dti5 | 89.7418% | 63 | 92.2160% | 60 | 92.7003% | 61 | 94.0814% | 63 | 95.2358% | 55 | 95.4541% | 55 | |
dtc | 89.4622% | 70 | 92.0642% | 67 | 92.4462% | 73 | 94.0525% | 66 | 95.1472% | 63 | 95.3603% | 62 | |
dte | 90.5586% | 24 | 92.6116% | 29 | 93.2169% | 32 | 94.5640% | 24 | 95.4677% | 25 | 95.6843% | 28 | |
dtmnk | 90.4529% | 41 | 92.5366% | 42 | 93.1419% | 42 | 94.5043% | 33 | 95.4319% | 33 | 95.6826% | 33 | |
dtch | 90.4580% | 39 | 92.7378% | 18 | 93.1300% | 47 | 94.4515% | 42 | 95.4473% | 30 | 95.6740% | 38 | |
dtcan | 71.9026% | 76 | 69.2255% | 77 | 73.1678% | 76 | 80.6807% | 76 | 84.1421% | 76 | 87.2626% | 76 | |
dtas | 90.5160% | 28 | 92.5946% | 31 | 93.2050% | 34 | 94.5521% | 25 | 95.4677% | 25 | 95.6962% | 25 | |
dtchi | 90.8127% | 16 | 92.7378% | 18 | 93.3755% | 19 | 94.6151% | 18 | 95.5308% | 19 | 95.8105% | 18 | |
dtchi2 | 90.7769% | 19 | 92.6986% | 24 | 93.3653% | 21 | 94.6220% | 17 | 95.5376% | 18 | 95.8139% | 17 | |
dtbc | 90.5126% | 31 | 92.5519% | 37 | 93.1794% | 37 | 94.5163% | 28 | 95.4200% | 36 | 95.6843% | 28 | |
dthl | 91.0309% | 7 | 92.9492% | 7 | 93.5204% | 3 | 94.7481% | 13 | 95.6604% | 13 | 95.8872% | 12 | |
dtchr | 90.5160% | 28 | 92.5946% | 31 | 93.2050% | 34 | 94.5521% | 25 | 95.4677% | 25 | 95.6962% | 25 | |
dtchr2 | 91.0207% | 8 | 92.9305% | 10 | 93.5000% | 8 | 94.7533% | 12 | 95.6485% | 14 | 95.8923% | 10 | |
dtjac | 90.5126% | 31 | 92.5519% | 37 | 93.1794% | 37 | 94.5163% | 28 | 95.4200% | 36 | 95.6843% | 28 | |
dtper | 90.5126% | 31 | 92.5519% | 37 | 93.1794% | 37 | 94.5163% | 28 | 95.4200% | 36 | 95.6843% | 28 | |
dtse | 89.6412% | 67 | 91.9108% | 70 | 92.6525% | 63 | 93.9450% | 69 | 94.7260% | 72 | 95.1131% | 71 | |
dtfr | 90.5177% | 27 | 92.7497% | 16 | 93.4471% | 14 | 94.4941% | 38 | 95.2102% | 59 | 95.6314% | 43 | |
dtm | 92.3081% | 3 | 93.5239% | 2 | 93.2851% | 27 | 94.1633% | 57 | 95.2358% | 55 | 95.2188% | 67 | |
dtmc | 92.6934% | 2 | 93.2834% | 4 | 93.9263% | 2 | 94.4941% | 38 | 95.3415% | 46 | 95.4643% | 54 | |
epw | 90.2704% | 50 | 92.5485% | 41 | 93.3738% | 20 | 94.8078% | 6 | 95.7610% | 4 | 95.9076% | 8 | |
gc | 89.9311% | 59 | 92.4155% | 51 | 92.8878% | 57 | 94.1667% | 56 | 95.1710% | 62 | 95.4319% | 60 | |
mgc | 90.2721% | 49 | 92.6781% | 26 | 93.1317% | 46 | 94.2741% | 51 | 95.2785% | 51 | 95.6246% | 44 | |
ogc | 90.8127% | 16 | 93.0021% | 5 | 93.4676% | 12 | 94.9187% | 2 | 95.7968% | 2 | 96.0083% | 2 | |
omgc | 90.9389% | 11 | 92.9322% | 8 | 93.5085% | 6 | 94.9170% | 3 | 95.7610% | 4 | 95.9707% | 3 | |
mlr | 92.1444% | 4 | 93.4403% | 3 | 93.2374% | 31 | 94.1531% | 58 | 95.2972% | 49 | 95.1881% | 69 | |
mlpcmb | 95.8667% | 1 | 95.9520% | 1 | 96.2163% | 1 | 96.7005% | 1 | 96.8182% | 1 | 96.7483% | 1 | |
joinedin | 91.3498% | 93.5869% | 93.5051% | 94.8897% | 96.0083% | 96.2572% | |||||||
oracle | 94.7328% | 96.2879% | 96.3766% | 97.2649% | 97.7987% | 97.9095% | |||||||
cdc | 0.4048 | 0.4147 | 0.5011 | 0.4966 | 0.5218 | 0.5567 |