Табела NN23: | Резултати на комбинирањето на двата NN класификатори за второто и третото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
- | - | - | - | - | - | - | |||||||
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 | 85.2829% | 75 | 87.5371% | 75 | 88.7068% | 75 | 90.2943% | 75 | 92.4036% | 75 | 92.7736% | 74 | |
borda | 87.5951% | 72 | 89.8493% | 72 | 90.4461% | 73 | 91.8289% | 73 | 93.7336% | 66 | 93.8683% | 71 | |
bks | 88.9967% | 57 | 90.5671% | 64 | 90.8468% | 68 | 92.4530% | 65 | 93.6705% | 69 | 94.0576% | 68 | |
bksv | 88.9967% | 57 | 90.5671% | 64 | 90.8502% | 67 | 92.4530% | 65 | 93.6705% | 69 | 94.0576% | 68 | |
avg | 89.2610% | 47 | 91.1912% | 43 | 91.5817% | 39 | 93.0703% | 35 | 94.7106% | 30 | 94.9647% | 14 | |
prod | 89.2081% | 51 | 91.2014% | 42 | 91.5578% | 41 | 93.0498% | 38 | 94.7106% | 30 | 94.9204% | 37 | |
harm | 89.1399% | 54 | 91.1179% | 48 | 91.4760% | 49 | 92.9663% | 47 | 94.6697% | 36 | 94.8590% | 41 | |
cprod | 88.9984% | 56 | 91.0258% | 50 | 91.4180% | 50 | 92.9424% | 49 | 94.5657% | 43 | 94.8982% | 39 | |
maxmax | 88.4664% | 68 | 90.5603% | 66 | 91.0753% | 61 | 92.6593% | 61 | 94.3150% | 56 | 94.7004% | 54 | |
minmax | 88.9762% | 60 | 91.0036% | 52 | 91.4009% | 52 | 92.9202% | 50 | 94.6441% | 40 | 94.7959% | 49 | |
med | 89.2610% | 47 | 91.1912% | 43 | 91.5817% | 39 | 93.0703% | 35 | 94.7106% | 30 | 94.9647% | 14 | |
davg | 89.2132% | 50 | 91.1264% | 47 | 91.4998% | 45 | 93.0345% | 41 | 94.6953% | 35 | 94.9408% | 24 | |
demp | 89.8322% | 14 | 91.4726% | 11 | 91.7420% | 16 | 93.1862% | 14 | 94.7703% | 9 | 94.9374% | 26 | |
dempp1 | 89.7589% | 21 | 91.4214% | 16 | 91.6942% | 19 | 93.1743% | 15 | 94.7567% | 12 | 94.9886% | 7 | |
dempp2 | 89.6924% | 28 | 91.3634% | 29 | 91.6618% | 22 | 93.1419% | 19 | 94.7192% | 25 | 94.9442% | 23 | |
dempp3 | 89.3036% | 44 | 91.2083% | 41 | 91.4862% | 47 | 93.0856% | 34 | 94.6544% | 37 | 94.9238% | 33 | |
dempp4 | 89.1519% | 53 | 90.9048% | 53 | 91.3020% | 55 | 92.8674% | 51 | 94.4634% | 48 | 94.8061% | 48 | |
dempi1 | 89.7811% | 19 | 91.4589% | 13 | 91.7335% | 17 | 93.1931% | 12 | 94.7754% | 8 | 94.9800% | 10 | |
dempi2 | 89.8135% | 16 | 91.4095% | 19 | 91.6533% | 25 | 93.1504% | 17 | 94.7260% | 17 | 94.9238% | 33 | |
dempi3 | 88.6420% | 66 | 90.8485% | 56 | 91.2526% | 56 | 92.8418% | 55 | 94.4924% | 47 | 94.8095% | 46 | |
dempi4 | 88.8910% | 63 | 90.7342% | 58 | 91.1656% | 59 | 92.7241% | 56 | 94.3594% | 54 | 94.7106% | 51 | |
dempi5 | 88.5005% | 67 | 90.6046% | 63 | 91.0412% | 64 | 92.6662% | 60 | 94.3696% | 53 | 94.6902% | 56 | |
dempc | 89.4383% | 39 | 91.3532% | 33 | 91.5902% | 37 | 93.1010% | 33 | 94.7192% | 25 | 94.9374% | 26 | |
dempmnk | 89.6242% | 34 | 91.3123% | 35 | 91.6005% | 36 | 93.0498% | 38 | 94.6373% | 41 | 94.8505% | 42 | |
dempch | 89.1314% | 55 | 90.9013% | 54 | 91.3327% | 53 | 92.8623% | 52 | 94.4515% | 49 | 94.8095% | 46 | |
dempcan | 70.6527% | 77 | 64.7819% | 77 | 59.4738% | 77 | 66.2091% | 77 | 69.7575% | 77 | 73.6947% | 77 | |
dempas | 89.1587% | 52 | 90.6217% | 61 | 91.0548% | 63 | 92.3592% | 67 | 93.2613% | 74 | 93.9365% | 70 | |
dempchi | 89.8493% | 13 | 91.3856% | 20 | 91.6567% | 24 | 93.1607% | 16 | 94.6493% | 38 | 94.9528% | 18 | |
dempchi2 | 90.0300% | 8 | 91.5288% | 8 | 91.8068% | 12 | 93.2272% | 10 | 94.7533% | 13 | 94.8846% | 40 | |
dempbc | 89.7896% | 17 | 91.4163% | 17 | 91.6670% | 21 | 93.1402% | 20 | 94.7379% | 14 | 94.9596% | 16 | |
demphl | 90.1204% | 7 | 91.5391% | 7 | 91.8511% | 10 | 93.2476% | 7 | 94.7294% | 16 | 94.9835% | 8 | |
dempchr | 89.2439% | 49 | 90.7990% | 57 | 91.2338% | 58 | 92.5263% | 64 | 93.4386% | 73 | 94.0746% | 67 | |
dempchr2 | 90.1306% | 6 | 91.5663% | 6 | 91.8733% | 8 | 93.2834% | 5 | 94.7584% | 11 | 95.0107% | 5 | |
dempjac | 89.5116% | 37 | 91.2407% | 38 | 91.5339% | 42 | 93.0277% | 42 | 94.5896% | 42 | 94.9170% | 38 | |
dempper | 89.8169% | 15 | 91.4606% | 12 | 91.7300% | 18 | 93.2067% | 11 | 94.7823% | 7 | 94.9818% | 9 | |
dempse | 89.6958% | 27 | 91.2748% | 36 | 91.7676% | 15 | 92.9918% | 45 | 94.4088% | 50 | 94.7055% | 53 | |
dempfr | 89.9772% | 11 | 91.4504% | 14 | 92.0046% | 4 | 93.1078% | 32 | 94.3918% | 52 | 94.7396% | 50 | |
dempm | 87.4058% | 74 | 89.7180% | 73 | 90.0266% | 74 | 91.6260% | 74 | 93.5085% | 72 | 92.8537% | 72 | |
dempmc | 90.8161% | 3 | 91.7982% | 3 | 92.1546% | 3 | 92.9509% | 48 | 94.1616% | 62 | 94.4873% | 62 | |
pprod | 89.2627% | 46 | 91.2100% | 40 | 91.5902% | 37 | 93.0481% | 40 | 94.6987% | 34 | 94.9238% | 33 | |
bayes | 88.8159% | 64 | 90.4904% | 69 | 90.6916% | 71 | 92.2910% | 69 | 93.5767% | 71 | 94.1070% | 65 | |
fi | 87.9242% | 71 | 90.4239% | 71 | 90.8962% | 66 | 92.6730% | 59 | 93.7677% | 64 | 94.3219% | 63 | |
fic | 87.5490% | 73 | 89.5611% | 74 | 90.6984% | 70 | 92.2041% | 70 | 93.8223% | 63 | 94.2366% | 64 | |
dtp1 | 89.7146% | 23 | 91.3737% | 23 | 91.6533% | 25 | 93.1197% | 26 | 94.7243% | 18 | 94.9340% | 28 | |
dtp2 | 89.6515% | 31 | 91.3737% | 23 | 91.6397% | 31 | 93.1163% | 30 | 94.7123% | 28 | 94.9511% | 19 | |
dtp3 | 89.2900% | 45 | 91.2117% | 39 | 91.4913% | 46 | 93.0584% | 37 | 94.6493% | 38 | 94.9272% | 32 | |
dtp4 | 89.5270% | 35 | 91.1367% | 45 | 91.5220% | 43 | 93.0055% | 43 | 94.5026% | 44 | 94.8402% | 43 | |
dti1 | 89.6344% | 33 | 91.3822% | 21 | 91.6431% | 30 | 93.1214% | 25 | 94.7175% | 27 | 94.9579% | 17 | |
dti2 | 89.7725% | 20 | 91.3805% | 22 | 91.6328% | 35 | 93.1436% | 18 | 94.7226% | 24 | 94.9238% | 33 | |
dti3 | 88.6915% | 65 | 90.8553% | 55 | 91.2526% | 56 | 92.8435% | 54 | 94.5026% | 44 | 94.8266% | 45 | |
dti4 | 88.9848% | 59 | 90.6694% | 59 | 91.1025% | 60 | 92.6167% | 63 | 94.1667% | 61 | 94.6032% | 60 | |
dti5 | 88.4664% | 68 | 90.5603% | 66 | 91.0753% | 61 | 92.6593% | 61 | 94.3150% | 56 | 94.7004% | 54 | |
dtc | 88.3539% | 70 | 90.5296% | 68 | 91.0190% | 65 | 92.7122% | 57 | 94.3457% | 55 | 94.6493% | 58 | |
dte | 89.7180% | 22 | 91.3566% | 30 | 91.6618% | 22 | 93.1231% | 22 | 94.7004% | 33 | 94.9664% | 13 | |
dtmnk | 89.6515% | 31 | 91.3737% | 23 | 91.6397% | 31 | 93.1163% | 30 | 94.7123% | 28 | 94.9511% | 19 | |
dtch | 89.5270% | 35 | 91.1367% | 45 | 91.5220% | 43 | 93.0055% | 43 | 94.5026% | 44 | 94.8402% | 43 | |
dtcan | 70.9426% | 76 | 65.0002% | 76 | 60.0228% | 76 | 67.1964% | 76 | 70.9204% | 76 | 74.7059% | 76 | |
dtas | 89.6600% | 29 | 91.3549% | 31 | 91.6380% | 33 | 93.1231% | 22 | 94.7243% | 18 | 94.9681% | 11 | |
dtchi | 90.0198% | 9 | 91.5118% | 9 | 91.7982% | 13 | 93.2459% | 8 | 94.7908% | 4 | 94.9494% | 22 | |
dtchi2 | 90.0130% | 10 | 91.5033% | 10 | 91.7744% | 14 | 93.2630% | 6 | 94.7908% | 4 | 94.9391% | 25 | |
dtbc | 89.7146% | 23 | 91.3737% | 23 | 91.6533% | 25 | 93.1197% | 26 | 94.7243% | 18 | 94.9340% | 28 | |
dthl | 90.2261% | 4 | 91.6635% | 4 | 91.9671% | 5 | 93.3465% | 3 | 94.8198% | 3 | 95.0142% | 4 | |
dtchr | 89.6600% | 29 | 91.3549% | 31 | 91.6380% | 33 | 93.1231% | 22 | 94.7243% | 18 | 94.9681% | 11 | |
dtchr2 | 90.2091% | 5 | 91.6465% | 5 | 91.9585% | 6 | 93.3465% | 3 | 94.8300% | 2 | 95.0244% | 2 | |
dtjac | 89.7146% | 23 | 91.3737% | 23 | 91.6533% | 25 | 93.1197% | 26 | 94.7243% | 18 | 94.9340% | 28 | |
dtper | 89.7146% | 23 | 91.3737% | 23 | 91.6533% | 25 | 93.1197% | 26 | 94.7243% | 18 | 94.9340% | 28 | |
dtse | 88.9183% | 62 | 90.4836% | 70 | 91.3038% | 54 | 92.3285% | 68 | 93.6824% | 67 | 94.0985% | 66 | |
dtfr | 89.8714% | 12 | 91.3362% | 34 | 91.9364% | 7 | 92.9833% | 46 | 94.2912% | 59 | 94.5879% | 61 | |
dtm | 89.3531% | 42 | 90.6098% | 62 | 90.6149% | 72 | 91.9244% | 72 | 93.6824% | 67 | 92.7412% | 75 | |
dtmc | 91.3924% | 2 | 92.0779% | 2 | 92.6304% | 2 | 93.3499% | 2 | 94.2844% | 60 | 94.6066% | 59 | |
epw | 89.3121% | 43 | 91.2645% | 37 | 91.6874% | 20 | 93.1317% | 21 | 94.7686% | 10 | 95.0022% | 6 | |
gc | 88.9541% | 61 | 91.0139% | 51 | 91.4044% | 51 | 92.7071% | 58 | 94.3082% | 58 | 94.6629% | 57 | |
mgc | 89.4469% | 38 | 91.1094% | 49 | 91.4794% | 48 | 92.8503% | 53 | 94.3986% | 51 | 94.7106% | 51 | |
ogc | 89.3616% | 41 | 91.4129% | 18 | 91.8494% | 11 | 93.1914% | 13 | 94.7857% | 6 | 95.0244% | 2 | |
omgc | 89.7845% | 18 | 91.4316% | 15 | 91.8699% | 9 | 93.2323% | 9 | 94.7328% | 15 | 94.9511% | 19 | |
mlr | 89.3974% | 40 | 90.6575% | 60 | 90.7922% | 69 | 91.9705% | 71 | 93.7575% | 65 | 92.8094% | 73 | |
mlpcmb | 94.9528% | 1 | 95.0346% | 1 | 95.0960% | 1 | 95.4626% | 1 | 95.8070% | 1 | 96.0458% | 1 | |
joinedin | 89.3974% | 91.8818% | 91.8017% | 93.5239% | 95.1437% | 95.2955% | |||||||
oracle | 92.6338% | 94.0388% | 94.1837% | 95.4899% | 96.5488% | 96.6613% | |||||||
cdc | 0.8366 | 0.8612 | 0.8934 | 0.8833 | 0.8991 | 0.9128 |