Табела NN123: | Резултати на комбинирањето на трите NN класификатори за првото, второто 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% | |||||||
FS2 | 86.8840% | 89.8612% | 90.3591% | 91.9449% | 93.3244% | 93.9979% | |||||||
FS3 | 83.7465% | 85.3954% | 87.0596% | 88.7716% | 91.5271% | 91.5817% | |||||||
- | - | - | - | - | - | - | |||||||
vote | 86.7152% | 75 | 89.0189% | 75 | 90.2500% | 73 | 91.6721% | 73 | 93.4880% | 72 | 93.8103% | 70 | |
borda | 87.6803% | 70 | 89.9669% | 70 | 90.9116% | 66 | 92.3524% | 65 | 94.0371% | 65 | 94.3014% | 63 | |
bks | 89.6856% | 8 | 90.9695% | 27 | 91.7744% | 11 | 92.5366% | 59 | 93.9672% | 67 | 94.0968% | 69 | |
bksv | 89.7418% | 7 | 91.0582% | 17 | 91.8869% | 7 | 92.6372% | 53 | 94.2008% | 59 | 94.2383% | 64 | |
avg | 88.6915% | 49 | 90.8809% | 34 | 91.5186% | 29 | 93.1078% | 14 | 94.6254% | 9 | 94.7959% | 16 | |
prod | 88.7426% | 42 | 90.9150% | 31 | 91.4930% | 30 | 93.1112% | 13 | 94.6254% | 9 | 94.8112% | 14 | |
harm | 88.6983% | 48 | 90.8706% | 35 | 91.4606% | 34 | 93.0191% | 17 | 94.5316% | 16 | 94.7311% | 21 | |
cprod | 88.2874% | 59 | 90.4597% | 56 | 91.2441% | 55 | 92.6917% | 50 | 94.3491% | 42 | 94.5964% | 47 | |
maxmax | 88.0162% | 64 | 90.3233% | 60 | 90.9320% | 64 | 92.5195% | 60 | 94.2059% | 57 | 94.4839% | 55 | |
minmax | 88.5244% | 54 | 90.6626% | 42 | 91.3737% | 40 | 92.9424% | 23 | 94.5009% | 17 | 94.6493% | 42 | |
med | 87.3274% | 73 | 89.6941% | 73 | 90.7240% | 71 | 92.1700% | 69 | 93.9365% | 68 | 94.1974% | 66 | |
davg | 88.5806% | 52 | 90.6387% | 47 | 91.3498% | 49 | 92.8691% | 31 | 94.4651% | 22 | 94.6697% | 32 | |
demp | 89.0734% | 26 | 90.9218% | 30 | 91.4726% | 32 | 92.9100% | 27 | 94.4225% | 28 | 94.6714% | 31 | |
dempp1 | 89.1791% | 25 | 91.1486% | 15 | 91.6738% | 18 | 93.1231% | 12 | 94.6424% | 7 | 94.9016% | 6 | |
dempp2 | 88.7341% | 43 | 90.6268% | 50 | 91.3413% | 51 | 92.7702% | 46 | 94.3611% | 40 | 94.6493% | 42 | |
dempp3 | 88.2311% | 61 | 90.4597% | 56 | 91.1997% | 58 | 92.6815% | 51 | 94.2656% | 49 | 94.5521% | 51 | |
dempp4 | 88.5670% | 53 | 90.4938% | 55 | 91.2679% | 53 | 92.6679% | 52 | 94.3014% | 45 | 94.6424% | 44 | |
dempi1 | 89.2456% | 18 | 91.1554% | 14 | 91.7198% | 17 | 93.1777% | 6 | 94.6697% | 4 | 94.9357% | 4 | |
dempi2 | 88.7614% | 37 | 90.6729% | 41 | 91.3651% | 42 | 92.7719% | 45 | 94.3389% | 43 | 94.6407% | 45 | |
dempi3 | 87.7588% | 68 | 90.1852% | 67 | 90.9934% | 61 | 92.5622% | 58 | 94.1565% | 61 | 94.4361% | 60 | |
dempi4 | 88.3692% | 57 | 90.3949% | 58 | 91.0736% | 59 | 92.5178% | 62 | 94.2110% | 55 | 94.5197% | 53 | |
dempi5 | 87.8457% | 66 | 90.1886% | 66 | 90.9406% | 63 | 92.4377% | 63 | 94.1087% | 63 | 94.4344% | 61 | |
dempc | 88.8023% | 32 | 90.9968% | 21 | 91.5629% | 22 | 93.0771% | 16 | 94.6356% | 8 | 94.8488% | 12 | |
dempmnk | 88.6096% | 51 | 90.5398% | 52 | 91.2816% | 52 | 92.6934% | 49 | 94.3219% | 44 | 94.5691% | 49 | |
dempch | 88.4664% | 55 | 90.3949% | 58 | 91.2100% | 57 | 92.6201% | 54 | 94.2264% | 53 | 94.5640% | 50 | |
dempcan | 73.6282% | 77 | 69.9639% | 77 | 67.3038% | 77 | 74.8747% | 77 | 78.3020% | 77 | 79.9645% | 77 | |
dempas | 88.0981% | 63 | 90.1374% | 68 | 90.1477% | 75 | 91.6670% | 74 | 92.8486% | 75 | 93.4608% | 74 | |
dempchi | 89.1928% | 23 | 90.9747% | 25 | 91.4896% | 31 | 92.9526% | 22 | 94.4941% | 19 | 94.7481% | 19 | |
dempchi2 | 89.1808% | 24 | 90.9747% | 25 | 91.5271% | 27 | 92.9595% | 21 | 94.4463% | 26 | 94.7038% | 26 | |
dempbc | 89.0308% | 28 | 90.9150% | 31 | 91.4487% | 35 | 92.9339% | 24 | 94.4600% | 23 | 94.7584% | 17 | |
demphl | 89.5492% | 10 | 91.2168% | 11 | 91.7624% | 12 | 93.1317% | 11 | 94.6032% | 12 | 94.8863% | 7 | |
dempchr | 88.1237% | 62 | 90.2414% | 63 | 90.2909% | 72 | 91.8204% | 72 | 92.9867% | 74 | 93.5750% | 73 | |
dempchr2 | 89.4196% | 14 | 91.1418% | 16 | 91.7266% | 16 | 93.0822% | 15 | 94.5879% | 15 | 94.8590% | 10 | |
dempjac | 88.8023% | 32 | 90.7308% | 39 | 91.3754% | 39 | 92.8230% | 34 | 94.4395% | 27 | 94.6765% | 29 | |
dempper | 89.2849% | 17 | 91.1810% | 13 | 91.7283% | 15 | 93.1845% | 5 | 94.6578% | 5 | 94.9357% | 4 | |
dempse | 89.0547% | 27 | 90.9695% | 27 | 91.7624% | 12 | 92.9117% | 26 | 94.3014% | 45 | 94.6646% | 33 | |
dempfr | 89.4503% | 13 | 91.1861% | 12 | 91.9381% | 5 | 93.0072% | 18 | 94.2912% | 47 | 94.7277% | 22 | |
dempm | 87.0017% | 74 | 89.4878% | 74 | 90.1988% | 74 | 91.5936% | 75 | 93.4335% | 73 | 93.2800% | 75 | |
dempmc | 90.4273% | 4 | 91.5442% | 4 | 92.2041% | 3 | 92.7787% | 42 | 94.2110% | 55 | 94.4651% | 58 | |
pprod | 88.8108% | 31 | 90.9457% | 29 | 91.5288% | 26 | 93.1470% | 9 | 94.6254% | 9 | 94.8181% | 13 | |
bayes | 88.3078% | 58 | 90.0539% | 69 | 90.7325% | 70 | 92.0949% | 71 | 93.6586% | 70 | 94.2110% | 65 | |
fi | 87.4092% | 72 | 89.9124% | 71 | 90.8706% | 68 | 92.5639% | 57 | 93.9808% | 66 | 94.3167% | 62 | |
fic | 87.4518% | 71 | 89.7896% | 72 | 90.8945% | 67 | 92.1205% | 70 | 93.8956% | 69 | 94.1872% | 67 | |
dtp1 | 88.7477% | 38 | 90.6405% | 43 | 91.3583% | 43 | 92.7923% | 36 | 94.3696% | 35 | 94.6629% | 34 | |
dtp2 | 88.7290% | 45 | 90.6319% | 48 | 91.3583% | 43 | 92.7787% | 42 | 94.3815% | 33 | 94.6595% | 39 | |
dtp3 | 88.2532% | 60 | 90.5057% | 54 | 91.2202% | 56 | 92.6986% | 48 | 94.2844% | 48 | 94.5793% | 48 | |
dtp4 | 89.2303% | 20 | 91.0275% | 19 | 91.5322% | 24 | 92.8776% | 28 | 94.4566% | 24 | 94.7072% | 23 | |
dti1 | 88.7324% | 44 | 90.6268% | 50 | 91.3498% | 49 | 92.7906% | 40 | 94.3867% | 32 | 94.6595% | 39 | |
dti2 | 88.7750% | 36 | 90.6865% | 40 | 91.3737% | 40 | 92.7821% | 41 | 94.3594% | 41 | 94.6612% | 38 | |
dti3 | 87.8167% | 67 | 90.2329% | 64 | 91.0292% | 60 | 92.5809% | 56 | 94.1837% | 60 | 94.4583% | 59 | |
dti4 | 88.6540% | 50 | 90.5126% | 53 | 90.9525% | 62 | 92.4343% | 64 | 94.1241% | 62 | 94.4668% | 57 | |
dti5 | 88.0162% | 64 | 90.3233% | 60 | 90.9320% | 64 | 92.5195% | 60 | 94.2059% | 57 | 94.4839% | 55 | |
dtc | 87.6871% | 69 | 90.3233% | 60 | 90.8655% | 69 | 92.5980% | 55 | 94.2605% | 50 | 94.4992% | 54 | |
dte | 88.8620% | 30 | 90.7547% | 36 | 91.3958% | 38 | 92.8230% | 34 | 94.3884% | 31 | 94.6731% | 30 | |
dtmnk | 88.7290% | 45 | 90.6319% | 48 | 91.3583% | 43 | 92.7787% | 42 | 94.3815% | 33 | 94.6595% | 39 | |
dtch | 89.2303% | 20 | 91.0275% | 19 | 91.5322% | 24 | 92.8776% | 28 | 94.4566% | 24 | 94.7072% | 23 | |
dtcan | 73.8993% | 76 | 70.1207% | 76 | 67.9893% | 76 | 75.9523% | 76 | 79.5178% | 76 | 80.9740% | 76 | |
dtas | 88.8006% | 34 | 90.7394% | 37 | 91.3975% | 36 | 92.8333% | 32 | 94.4003% | 29 | 94.6782% | 27 | |
dtchi | 89.2422% | 19 | 90.9900% | 23 | 91.5425% | 23 | 92.9731% | 19 | 94.4821% | 21 | 94.7481% | 19 | |
dtchi2 | 89.2064% | 22 | 90.9764% | 24 | 91.5220% | 28 | 92.9680% | 20 | 94.4975% | 18 | 94.7516% | 18 | |
dtbc | 88.7477% | 38 | 90.6405% | 43 | 91.3583% | 43 | 92.7923% | 36 | 94.3696% | 35 | 94.6629% | 34 | |
dthl | 89.5645% | 9 | 91.2867% | 8 | 91.7965% | 9 | 93.1521% | 8 | 94.5896% | 14 | 94.8829% | 8 | |
dtchr | 88.8006% | 34 | 90.7394% | 37 | 91.3975% | 36 | 92.8333% | 32 | 94.4003% | 29 | 94.6782% | 27 | |
dtchr2 | 89.5270% | 11 | 91.2645% | 9 | 91.7829% | 10 | 93.1572% | 7 | 94.5913% | 13 | 94.8726% | 9 | |
dtjac | 88.7477% | 38 | 90.6405% | 43 | 91.3583% | 43 | 92.7923% | 36 | 94.3696% | 35 | 94.6629% | 34 | |
dtper | 88.7477% | 38 | 90.6405% | 43 | 91.3583% | 43 | 92.7923% | 36 | 94.3696% | 35 | 94.6629% | 34 | |
dtse | 88.4425% | 56 | 90.2125% | 65 | 91.2509% | 54 | 92.2279% | 68 | 93.6586% | 70 | 94.1002% | 68 | |
dtfr | 89.3599% | 16 | 91.0463% | 18 | 91.8204% | 8 | 92.9168% | 25 | 94.2332% | 52 | 94.6117% | 46 | |
dtm | 90.4000% | 5 | 91.3157% | 7 | 91.6363% | 19 | 92.2484% | 67 | 94.0695% | 64 | 93.6552% | 72 | |
dtmc | 91.5629% | 2 | 92.1802% | 2 | 92.9066% | 2 | 93.2868% | 4 | 94.2451% | 51 | 94.5333% | 52 | |
epw | 88.7239% | 47 | 90.9133% | 33 | 91.5698% | 21 | 93.1334% | 10 | 94.6527% | 6 | 94.8556% | 11 | |
gc | 88.9131% | 29 | 90.9951% | 22 | 91.4674% | 33 | 92.7634% | 47 | 94.3662% | 39 | 94.7055% | 25 | |
mgc | 89.5116% | 12 | 91.2287% | 10 | 91.6107% | 20 | 92.8708% | 30 | 94.4924% | 20 | 94.8010% | 15 | |
ogc | 89.4162% | 15 | 91.4657% | 5 | 91.9295% | 6 | 93.3158% | 3 | 94.8607% | 2 | 95.1148% | 2 | |
omgc | 90.0266% | 6 | 91.7420% | 3 | 92.1734% | 4 | 93.4522% | 2 | 94.8027% | 3 | 94.9596% | 3 | |
mlr | 90.5006% | 3 | 91.3651% | 6 | 91.7454% | 14 | 92.3183% | 66 | 94.2230% | 54 | 93.7455% | 71 | |
mlpcmb | 95.2443% | 1 | 95.2409% | 1 | 95.3910% | 1 | 95.8036% | 1 | 95.9128% | 1 | 96.1276% | 1 | |
joinedin | 89.6242% | 91.3140% | 91.7164% | 93.8922% | 95.1523% | 95.6144% | |||||||
oracle | 93.6654% | 95.1165% | 95.2051% | 96.5471% | 97.2479% | 97.3809% | |||||||
cdc | 0.3598 | 0.4781 | 0.4281 | 0.5706 | 0.5207 | 0.5655 |