Табела NN1234: | Резултати на комбинирањето на четирите NN класификатори за сите четири множества 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% | |||||||
FS4 | 88.9455% | 90.7496% | 91.5629% | 93.0720% | 94.2349% | 94.3628% | |||||||
vote | 88.9029% | 75 | 91.2134% | 75 | 91.9790% | 75 | 93.3823% | 74 | 94.7499% | 72 | 94.9971% | 72 | |
borda | 89.7828% | 72 | 91.8750% | 73 | 92.4701% | 70 | 93.9945% | 68 | 95.2972% | 64 | 95.4421% | 67 | |
bks | 90.5757% | 54 | 91.9159% | 72 | 92.3968% | 73 | 93.2357% | 75 | 94.2929% | 75 | 94.5145% | 75 | |
bksv | 91.4027% | 12 | 92.7923% | 28 | 93.3261% | 18 | 94.2144% | 57 | 95.2802% | 65 | 95.4780% | 65 | |
avg | 90.7206% | 49 | 92.6559% | 45 | 93.2084% | 28 | 94.6970% | 13 | 95.8497% | 9 | 96.0304% | 11 | |
prod | 90.7922% | 45 | 92.7054% | 35 | 93.2306% | 25 | 94.7464% | 8 | 95.9008% | 4 | 96.0458% | 9 | |
harm | 90.6473% | 51 | 92.4905% | 56 | 93.0157% | 47 | 94.6868% | 15 | 95.7661% | 15 | 95.9332% | 16 | |
cprod | 90.4580% | 57 | 92.5161% | 54 | 92.9833% | 51 | 94.2929% | 52 | 95.5786% | 42 | 95.7627% | 44 | |
maxmax | 90.0539% | 68 | 92.1001% | 66 | 92.6014% | 67 | 94.1087% | 64 | 95.3603% | 62 | 95.5172% | 58 | |
minmax | 90.3335% | 61 | 92.2314% | 65 | 92.9032% | 56 | 94.5657% | 22 | 95.7030% | 22 | 95.8889% | 20 | |
med | 90.1528% | 65 | 92.3251% | 60 | 92.8844% | 57 | 94.2298% | 56 | 95.4745% | 51 | 95.6689% | 54 | |
davg | 90.6882% | 50 | 92.6099% | 49 | 93.0925% | 37 | 94.4412% | 34 | 95.6638% | 27 | 95.8599% | 24 | |
demp | 91.1486% | 21 | 92.8401% | 24 | 93.2186% | 27 | 94.4770% | 32 | 95.7150% | 19 | 95.8531% | 25 | |
dempp1 | 91.2594% | 15 | 93.0328% | 13 | 93.3738% | 17 | 94.7959% | 6 | 95.8394% | 10 | 96.0833% | 6 | |
dempp2 | 90.8348% | 40 | 92.6491% | 46 | 93.0976% | 36 | 94.3611% | 47 | 95.6365% | 32 | 95.8053% | 37 | |
dempp3 | 90.4461% | 58 | 92.5298% | 53 | 92.9748% | 52 | 94.3065% | 50 | 95.5547% | 45 | 95.7712% | 43 | |
dempp4 | 90.7240% | 47 | 92.6116% | 48 | 93.0021% | 48 | 94.3389% | 48 | 95.5376% | 46 | 95.7457% | 45 | |
dempi1 | 91.2901% | 14 | 93.0822% | 8 | 93.4335% | 13 | 94.8334% | 5 | 95.8889% | 7 | 96.1208% | 4 | |
dempi2 | 90.9542% | 31 | 92.7020% | 37 | 93.1061% | 35 | 94.3815% | 39 | 95.6382% | 31 | 95.7917% | 40 | |
dempi3 | 90.0624% | 67 | 92.3013% | 62 | 92.8537% | 59 | 94.1752% | 62 | 95.4456% | 54 | 95.6723% | 52 | |
dempi4 | 90.6012% | 53 | 92.4701% | 57 | 92.8418% | 61 | 94.2144% | 57 | 95.4456% | 54 | 95.6809% | 51 | |
dempi5 | 90.1767% | 63 | 92.2484% | 64 | 92.7412% | 62 | 94.1462% | 63 | 95.3637% | 61 | 95.6331% | 56 | |
dempc | 90.9985% | 29 | 92.9066% | 18 | 93.2920% | 19 | 94.7243% | 10 | 95.8309% | 11 | 96.0833% | 6 | |
dempmnk | 90.7581% | 46 | 92.6082% | 50 | 92.9987% | 49 | 94.2861% | 54 | 95.5649% | 43 | 95.7354% | 46 | |
dempch | 90.6439% | 52 | 92.4991% | 55 | 92.9271% | 55 | 94.2707% | 55 | 95.4984% | 50 | 95.7116% | 47 | |
dempcan | 76.1433% | 77 | 72.5813% | 77 | 73.8414% | 77 | 82.4029% | 77 | 86.1713% | 77 | 87.9958% | 77 | |
dempas | 90.3216% | 62 | 92.2774% | 63 | 92.4172% | 71 | 93.6193% | 72 | 94.4685% | 74 | 94.9187% | 73 | |
dempchi | 91.2236% | 17 | 92.8486% | 23 | 93.2476% | 23 | 94.5077% | 27 | 95.6638% | 27 | 95.8855% | 21 | |
dempchi2 | 91.1963% | 19 | 92.8333% | 25 | 93.2255% | 26 | 94.4958% | 31 | 95.6911% | 23 | 95.8633% | 22 | |
dempbc | 91.1025% | 23 | 92.8316% | 26 | 93.2016% | 29 | 94.5026% | 30 | 95.6911% | 23 | 95.9059% | 18 | |
demphl | 91.5067% | 9 | 93.0652% | 12 | 93.4369% | 12 | 94.6987% | 12 | 95.7764% | 14 | 95.9895% | 14 | |
dempchr | 90.3898% | 60 | 92.4138% | 59 | 92.6048% | 66 | 93.7302% | 71 | 94.6254% | 73 | 95.0005% | 71 | |
dempchr2 | 91.4214% | 11 | 92.9901% | 15 | 93.3994% | 15 | 94.6612% | 16 | 95.7644% | 16 | 95.9776% | 15 | |
dempjac | 90.9559% | 30 | 92.7412% | 31 | 93.1163% | 34 | 94.4429% | 33 | 95.6161% | 40 | 95.8258% | 29 | |
dempper | 91.3396% | 13 | 93.1146% | 7 | 93.4403% | 11 | 94.8539% | 4 | 95.8906% | 5 | 96.1106% | 5 | |
dempse | 91.0565% | 26 | 92.9867% | 16 | 93.4096% | 14 | 94.5316% | 24 | 95.6127% | 41 | 95.7729% | 42 | |
dempfr | 91.2458% | 16 | 93.0703% | 11 | 93.5256% | 7 | 94.6305% | 20 | 95.5308% | 47 | 95.8019% | 39 | |
dempm | 89.8987% | 70 | 91.7164% | 74 | 92.2518% | 74 | 93.5614% | 73 | 94.9306% | 70 | 94.7413% | 74 | |
dempmc | 92.2194% | 5 | 93.1504% | 6 | 93.5648% | 6 | 94.3048% | 51 | 95.3705% | 60 | 95.5069% | 60 | |
pprod | 90.8246% | 41 | 92.7412% | 31 | 93.2442% | 24 | 94.7413% | 9 | 95.8906% | 5 | 96.0270% | 13 | |
bayes | 90.9235% | 35 | 92.6662% | 42 | 92.8691% | 58 | 94.2076% | 59 | 95.3944% | 57 | 95.5410% | 57 | |
fi | 89.7606% | 73 | 92.0131% | 71 | 92.6150% | 65 | 94.1820% | 61 | 95.2699% | 67 | 95.4899% | 63 | |
fic | 89.8066% | 71 | 92.0523% | 70 | 92.6457% | 64 | 93.9467% | 69 | 95.2648% | 68 | 95.4967% | 62 | |
dtp1 | 90.8860% | 36 | 92.6969% | 38 | 93.0925% | 37 | 94.3730% | 43 | 95.6314% | 36 | 95.8156% | 30 | |
dtp2 | 90.8127% | 42 | 92.6593% | 43 | 93.0737% | 42 | 94.3747% | 41 | 95.6365% | 32 | 95.8105% | 34 | |
dtp3 | 90.4733% | 56 | 92.5553% | 52 | 92.9850% | 50 | 94.3304% | 49 | 95.5615% | 44 | 95.7849% | 41 | |
dtp4 | 91.1008% | 24 | 92.8588% | 21 | 92.9714% | 53 | 94.5060% | 28 | 95.5155% | 48 | 95.7030% | 48 | |
dti1 | 90.8041% | 44 | 92.6474% | 47 | 93.0669% | 45 | 94.3781% | 40 | 95.6348% | 35 | 95.8053% | 37 | |
dti2 | 90.9525% | 34 | 92.7156% | 34 | 93.1180% | 33 | 94.3867% | 38 | 95.6519% | 30 | 95.8070% | 36 | |
dti3 | 90.0982% | 66 | 92.3098% | 61 | 92.8486% | 60 | 94.2076% | 59 | 95.4558% | 53 | 95.6723% | 52 | |
dti4 | 90.5381% | 55 | 92.4411% | 58 | 92.5383% | 69 | 94.1019% | 66 | 95.2409% | 69 | 95.4865% | 64 | |
dti5 | 90.0539% | 68 | 92.1001% | 66 | 92.6014% | 67 | 94.1087% | 64 | 95.3603% | 62 | 95.5172% | 58 | |
dtc | 89.6344% | 74 | 92.0711% | 68 | 92.4002% | 72 | 94.0729% | 67 | 95.2785% | 66 | 95.4217% | 68 | |
dte | 91.0105% | 28 | 92.7958% | 27 | 93.1266% | 30 | 94.4276% | 37 | 95.6621% | 29 | 95.8343% | 28 | |
dtmnk | 90.8127% | 42 | 92.6593% | 43 | 93.0737% | 42 | 94.3747% | 41 | 95.6365% | 32 | 95.8105% | 34 | |
dtch | 91.1008% | 24 | 92.8588% | 21 | 92.9714% | 53 | 94.5060% | 28 | 95.5155% | 48 | 95.7030% | 48 | |
dtcan | 76.6071% | 76 | 72.7415% | 76 | 74.6701% | 76 | 83.6494% | 76 | 87.6479% | 76 | 89.3462% | 76 | |
dtas | 90.9542% | 31 | 92.7531% | 29 | 93.1231% | 31 | 94.4395% | 35 | 95.6655% | 25 | 95.8394% | 26 | |
dtchi | 91.2202% | 18 | 92.8776% | 19 | 93.2783% | 20 | 94.5469% | 23 | 95.7116% | 20 | 95.8940% | 19 | |
dtchi2 | 91.1878% | 20 | 92.8640% | 20 | 93.2732% | 21 | 94.5299% | 25 | 95.7047% | 21 | 95.9076% | 17 | |
dtbc | 90.8860% | 36 | 92.6969% | 38 | 93.0925% | 37 | 94.3730% | 43 | 95.6314% | 36 | 95.8156% | 30 | |
dthl | 91.5288% | 7 | 93.0805% | 9 | 93.4710% | 9 | 94.7021% | 11 | 95.8173% | 12 | 96.0355% | 10 | |
dtchr | 90.9542% | 31 | 92.7531% | 29 | 93.1231% | 31 | 94.4395% | 35 | 95.6655% | 25 | 95.8394% | 26 | |
dtchr2 | 91.5203% | 8 | 93.0720% | 10 | 93.4761% | 8 | 94.6936% | 14 | 95.8139% | 13 | 96.0304% | 11 | |
dtjac | 90.8860% | 36 | 92.6969% | 38 | 93.0925% | 37 | 94.3730% | 43 | 95.6314% | 36 | 95.8156% | 30 | |
dtper | 90.8860% | 36 | 92.6969% | 38 | 93.0925% | 37 | 94.3730% | 43 | 95.6314% | 36 | 95.8156% | 30 | |
dtse | 90.1715% | 64 | 92.0625% | 69 | 92.6952% | 63 | 93.8888% | 70 | 94.8453% | 71 | 95.1233% | 70 | |
dtfr | 91.1281% | 22 | 92.9680% | 17 | 93.4693% | 10 | 94.5725% | 21 | 95.4166% | 56 | 95.6843% | 50 | |
dtm | 93.2766% | 2 | 94.0252% | 2 | 94.1190% | 3 | 94.6475% | 17 | 95.7508% | 17 | 95.4149% | 69 | |
dtmc | 93.0805% | 4 | 93.4863% | 4 | 94.0490% | 4 | 94.6322% | 19 | 95.3893% | 58 | 95.5035% | 61 | |
epw | 90.7240% | 47 | 92.7293% | 33 | 93.2544% | 22 | 94.7601% | 7 | 95.8872% | 8 | 96.0543% | 8 | |
gc | 90.4324% | 59 | 92.7037% | 36 | 93.0191% | 46 | 94.2878% | 53 | 95.3791% | 59 | 95.6434% | 55 | |
mgc | 91.0258% | 27 | 93.0140% | 14 | 93.3755% | 16 | 94.5282% | 26 | 95.4745% | 51 | 95.8633% | 22 | |
ogc | 91.4913% | 10 | 93.3090% | 5 | 93.6176% | 5 | 95.0295% | 2 | 96.0355% | 2 | 96.2402% | 2 | |
omgc | 91.6857% | 6 | 92.5741% | 51 | 93.0737% | 42 | 95.0022% | 3 | 96.0219% | 3 | 96.2095% | 3 | |
mlr | 93.2203% | 3 | 93.9842% | 3 | 94.1496% | 2 | 94.6424% | 18 | 95.7269% | 18 | 95.4575% | 66 | |
mlpcmb | 96.1037% | 1 | 96.2828% | 1 | 96.6784% | 1 | 97.0006% | 1 | 96.9393% | 1 | 96.9648% | 1 | |
joinedin | 92.4445% | 93.8871% | 93.6193% | 95.1489% | 96.5130% | 96.6630% | |||||||
oracle | 96.0543% | 97.0382% | 97.0041% | 97.8805% | 98.2897% | 98.3562% | |||||||
cdc | 0.491 | 0.6378 | 0.4826 | 0.5151 | 0.4971 | 0.6054 |