Табела NN34: | Резултати на комбинирањето на двата NN класификатори за третото и четвртото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
- | - | - | - | - | - | - | |||||||
- | - | - | - | - | - | - | |||||||
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 | 86.3367% | 75 | 88.0384% | 74 | 89.2797% | 75 | 90.8331% | 75 | 92.9305% | 75 | 92.9253% | 75 | |
borda | 88.2737% | 74 | 90.1391% | 73 | 90.9849% | 74 | 92.5775% | 74 | 94.3560% | 71 | 94.2878% | 71 | |
bks | 90.8024% | 42 | 91.2407% | 68 | 91.7249% | 72 | 93.1675% | 72 | 94.2178% | 73 | 94.2826% | 73 | |
bksv | 90.8007% | 43 | 91.2390% | 69 | 91.7335% | 71 | 93.1675% | 72 | 94.2178% | 73 | 94.2844% | 72 | |
avg | 90.5364% | 50 | 92.1973% | 38 | 92.6082% | 41 | 94.3014% | 33 | 95.5513% | 10 | 95.6587% | 5 | |
prod | 90.4785% | 55 | 92.1427% | 44 | 92.5690% | 48 | 94.2861% | 35 | 95.5410% | 14 | 95.6485% | 8 | |
harm | 90.2807% | 58 | 91.9091% | 52 | 92.4309% | 54 | 94.1889% | 45 | 95.4353% | 38 | 95.5683% | 26 | |
cprod | 90.5177% | 53 | 92.0063% | 47 | 92.5383% | 51 | 94.1445% | 46 | 95.3756% | 42 | 95.4541% | 40 | |
maxmax | 90.0317% | 66 | 91.5646% | 63 | 92.1683% | 64 | 93.8512% | 60 | 95.0653% | 57 | 95.2034% | 55 | |
minmax | 90.0863% | 64 | 91.8153% | 54 | 92.3541% | 56 | 94.1155% | 47 | 95.4217% | 39 | 95.5530% | 32 | |
med | 90.5364% | 50 | 92.1973% | 38 | 92.6082% | 41 | 94.3014% | 33 | 95.5513% | 10 | 95.6587% | 5 | |
davg | 90.6439% | 48 | 92.2075% | 37 | 92.6065% | 43 | 94.2622% | 37 | 95.4762% | 35 | 95.5666% | 29 | |
demp | 91.3157% | 14 | 92.5229% | 6 | 92.8435% | 17 | 94.4480% | 10 | 95.5837% | 6 | 95.6161% | 14 | |
dempp1 | 91.2355% | 21 | 92.4172% | 15 | 92.8060% | 23 | 94.4480% | 10 | 95.5393% | 15 | 95.6075% | 17 | |
dempp2 | 91.1111% | 31 | 92.3592% | 25 | 92.7293% | 35 | 94.3509% | 27 | 95.5223% | 21 | 95.5479% | 36 | |
dempp3 | 90.6780% | 47 | 92.1308% | 46 | 92.5928% | 45 | 94.2451% | 40 | 95.4387% | 37 | 95.4541% | 40 | |
dempp4 | 90.7223% | 44 | 91.9705% | 51 | 92.4650% | 53 | 94.1104% | 48 | 95.1983% | 49 | 95.3347% | 47 | |
dempi1 | 91.2151% | 22 | 92.4598% | 11 | 92.8537% | 14 | 94.4736% | 7 | 95.5598% | 9 | 95.6246% | 11 | |
dempi2 | 91.2492% | 19 | 92.4002% | 17 | 92.8230% | 19 | 94.3832% | 17 | 95.5086% | 26 | 95.6058% | 18 | |
dempi3 | 90.1204% | 62 | 91.8051% | 55 | 92.2740% | 59 | 93.9859% | 53 | 95.1625% | 51 | 95.2205% | 54 | |
dempi4 | 90.4154% | 57 | 91.7863% | 56 | 92.3268% | 57 | 93.9706% | 54 | 95.0977% | 54 | 95.2273% | 53 | |
dempi5 | 90.0368% | 65 | 91.7232% | 59 | 92.1785% | 63 | 93.8819% | 58 | 95.0721% | 56 | 95.2000% | 57 | |
dempc | 90.8655% | 40 | 92.3678% | 22 | 92.7446% | 30 | 94.4020% | 15 | 95.5359% | 16 | 95.6195% | 13 | |
dempmnk | 91.0343% | 37 | 92.2365% | 34 | 92.6116% | 40 | 94.0780% | 50 | 95.2785% | 45 | 95.3961% | 44 | |
dempch | 90.7172% | 45 | 91.9875% | 48 | 92.4752% | 52 | 94.1019% | 49 | 95.2000% | 48 | 95.3228% | 48 | |
dempcan | 69.4608% | 77 | 65.0138% | 76 | 64.9985% | 77 | 72.3135% | 77 | 76.2899% | 77 | 81.7157% | 77 | |
dempas | 89.9874% | 70 | 91.4231% | 66 | 92.3729% | 55 | 93.7319% | 65 | 94.6288% | 66 | 94.8556% | 64 | |
dempchi | 91.3225% | 13 | 92.3558% | 26 | 92.8043% | 24 | 94.3918% | 16 | 95.4507% | 36 | 95.5257% | 38 | |
dempchi2 | 91.3430% | 12 | 92.4939% | 8 | 92.8537% | 14 | 94.3253% | 32 | 95.5325% | 17 | 95.5479% | 36 | |
dempbc | 91.2662% | 18 | 92.3695% | 21 | 92.8128% | 22 | 94.4174% | 12 | 95.5257% | 20 | 95.5564% | 31 | |
demphl | 91.5152% | 8 | 92.4718% | 9 | 92.9458% | 9 | 94.4770% | 6 | 95.5206% | 22 | 95.6058% | 18 | |
dempchr | 90.1784% | 61 | 91.7488% | 58 | 92.5775% | 46 | 93.9467% | 55 | 94.8078% | 63 | 95.0517% | 61 | |
dempchr2 | 91.5169% | 6 | 92.4633% | 10 | 92.9305% | 10 | 94.4821% | 4 | 95.5462% | 13 | 95.6229% | 12 | |
dempjac | 91.0173% | 38 | 92.2126% | 36 | 92.6269% | 39 | 94.2554% | 39 | 95.3773% | 41 | 95.4745% | 39 | |
dempper | 91.3003% | 15 | 92.4598% | 11 | 92.8606% | 13 | 94.4821% | 4 | 95.5513% | 10 | 95.6161% | 14 | |
dempse | 91.0105% | 39 | 92.2228% | 35 | 92.9595% | 8 | 94.2724% | 36 | 95.2307% | 47 | 95.3143% | 49 | |
dempfr | 91.2884% | 16 | 92.4394% | 13 | 93.1914% | 2 | 94.3440% | 30 | 95.2682% | 46 | 95.3995% | 43 | |
dempm | 90.2295% | 59 | 91.4009% | 67 | 91.9585% | 68 | 93.6330% | 67 | 94.5214% | 68 | 94.0405% | 74 | |
dempmc | 92.0284% | 3 | 92.7736% | 2 | 92.9970% | 7 | 93.9314% | 56 | 95.0807% | 55 | 95.1881% | 58 | |
pprod | 90.5347% | 52 | 92.1580% | 43 | 92.5707% | 47 | 94.2622% | 37 | 95.5172% | 23 | 95.6092% | 16 | |
bayes | 90.4563% | 56 | 91.0923% | 71 | 91.7164% | 73 | 93.2306% | 71 | 94.2656% | 72 | 94.3236% | 70 | |
fi | 89.4213% | 73 | 91.2219% | 70 | 91.9500% | 69 | 93.8939% | 57 | 94.5776% | 67 | 94.6799% | 65 | |
fic | 89.6617% | 72 | 90.7035% | 72 | 91.7710% | 70 | 93.4591% | 69 | 94.5214% | 68 | 94.4344% | 69 | |
dtp1 | 91.1742% | 24 | 92.3507% | 27 | 92.7787% | 26 | 94.3679% | 22 | 95.4950% | 31 | 95.5734% | 22 | |
dtp2 | 91.1008% | 32 | 92.3405% | 31 | 92.7446% | 30 | 94.3474% | 28 | 95.5018% | 28 | 95.5513% | 33 | |
dtp3 | 90.7155% | 46 | 92.1410% | 45 | 92.6031% | 44 | 94.2383% | 41 | 95.4063% | 40 | 95.4319% | 42 | |
dtp4 | 91.0701% | 34 | 92.1904% | 40 | 92.5587% | 49 | 94.2213% | 43 | 95.3108% | 43 | 95.3944% | 45 | |
dti1 | 91.0531% | 36 | 92.3320% | 33 | 92.7429% | 33 | 94.3543% | 26 | 95.5086% | 26 | 95.5598% | 30 | |
dti2 | 91.2390% | 20 | 92.3678% | 22 | 92.8316% | 18 | 94.3798% | 20 | 95.4984% | 30 | 95.5871% | 21 | |
dti3 | 90.1818% | 60 | 91.8358% | 53 | 92.2979% | 58 | 94.0218% | 52 | 95.1915% | 50 | 95.2836% | 50 | |
dti4 | 90.5160% | 54 | 91.7658% | 57 | 92.2279% | 62 | 93.8683% | 59 | 95.0022% | 60 | 95.1744% | 59 | |
dti5 | 90.0317% | 66 | 91.5646% | 63 | 92.1683% | 64 | 93.8512% | 60 | 95.0653% | 57 | 95.2034% | 55 | |
dtc | 90.0266% | 68 | 91.5681% | 62 | 92.0813% | 66 | 93.7558% | 64 | 95.0244% | 59 | 95.1182% | 60 | |
dte | 91.1861% | 23 | 92.3848% | 20 | 92.8009% | 25 | 94.4071% | 14 | 95.5104% | 25 | 95.5888% | 20 | |
dtmnk | 91.1008% | 32 | 92.3405% | 31 | 92.7446% | 30 | 94.3474% | 28 | 95.5018% | 28 | 95.5513% | 33 | |
dtch | 91.0701% | 34 | 92.1904% | 40 | 92.5587% | 49 | 94.2213% | 43 | 95.3108% | 43 | 95.3944% | 45 | |
dtcan | 69.9451% | 76 | 65.1315% | 75 | 65.9397% | 76 | 73.7442% | 76 | 77.4392% | 76 | 83.5385% | 76 | |
dtas | 91.1708% | 28 | 92.3933% | 18 | 92.8196% | 20 | 94.3815% | 18 | 95.5291% | 18 | 95.5683% | 26 | |
dtchi | 91.3686% | 10 | 92.5332% | 5 | 92.9134% | 11 | 94.4600% | 8 | 95.5769% | 8 | 95.6519% | 7 | |
dtchi2 | 91.3686% | 10 | 92.5178% | 7 | 92.8810% | 12 | 94.4583% | 9 | 95.5803% | 7 | 95.6314% | 10 | |
dtbc | 91.1742% | 24 | 92.3507% | 27 | 92.7787% | 26 | 94.3679% | 22 | 95.4950% | 31 | 95.5734% | 22 | |
dthl | 91.5663% | 4 | 92.6269% | 3 | 93.0498% | 4 | 94.5469% | 3 | 95.6178% | 3 | 95.6843% | 3 | |
dtchr | 91.1708% | 28 | 92.3933% | 18 | 92.8196% | 20 | 94.3815% | 18 | 95.5291% | 18 | 95.5683% | 26 | |
dtchr2 | 91.5646% | 5 | 92.6116% | 4 | 93.0481% | 5 | 94.5589% | 2 | 95.6212% | 2 | 95.6655% | 4 | |
dtjac | 91.1742% | 24 | 92.3507% | 27 | 92.7787% | 26 | 94.3679% | 22 | 95.4950% | 31 | 95.5734% | 22 | |
dtper | 91.1742% | 24 | 92.3507% | 27 | 92.7787% | 26 | 94.3679% | 22 | 95.4950% | 31 | 95.5734% | 22 | |
dtse | 90.0010% | 69 | 91.4470% | 65 | 92.0728% | 67 | 93.3994% | 70 | 94.5145% | 70 | 94.6083% | 66 | |
dtfr | 91.1162% | 30 | 92.3644% | 24 | 93.0004% | 6 | 94.2264% | 42 | 95.1216% | 52 | 95.2529% | 51 | |
dtm | 91.5169% | 6 | 91.9756% | 50 | 92.6969% | 37 | 93.7660% | 63 | 94.9408% | 61 | 94.4890% | 68 | |
dtmc | 92.2672% | 2 | 92.8606% | 1 | 93.1709% | 3 | 94.0252% | 51 | 95.1216% | 52 | 95.2341% | 52 | |
epw | 90.6439% | 48 | 92.1734% | 42 | 92.6321% | 38 | 94.3389% | 31 | 95.5956% | 4 | 95.6894% | 2 | |
gc | 89.7845% | 71 | 91.5783% | 61 | 92.2314% | 61 | 93.6040% | 68 | 94.7703% | 65 | 94.9118% | 63 | |
mgc | 90.0982% | 63 | 91.6448% | 60 | 92.2689% | 60 | 93.7285% | 66 | 94.8027% | 64 | 94.9800% | 62 | |
ogc | 90.8451% | 41 | 92.4019% | 16 | 92.8452% | 16 | 94.3747% | 21 | 95.5939% | 5 | 95.6451% | 9 | |
omgc | 91.2782% | 17 | 92.4189% | 14 | 92.7429% | 33 | 94.4156% | 13 | 95.5121% | 24 | 95.5513% | 33 | |
mlr | 91.4794% | 9 | 91.9858% | 49 | 92.7037% | 36 | 93.7711% | 62 | 94.9170% | 62 | 94.5111% | 67 | |
mlpcmb | 95.4234% | 1 | 0.0000% | 77 | 96.1020% | 1 | 96.2845% | 1 | 96.4362% | 1 | 96.4823% | 1 | |
joinedin | 91.5681% | 93.1538% | 93.0157% | 94.8368% | 95.9418% | 96.0884% | |||||||
oracle | 94.0439% | 94.9016% | 95.0943% | 96.2078% | 97.0586% | 97.0808% | |||||||
cdc | 0.7984 | 0.826 | 0.8705 | 0.866 | 0.887 | 0.891 |