Табела NN14: | Резултати на комбинирањето на двата NN класификатори за првото 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% | |||||||
- | - | - | - | - | - | - | |||||||
- | - | - | - | - | - | - | |||||||
FS4 | 88.9455% | 90.7496% | 91.5629% | 93.0720% | 94.2349% | 94.3628% | |||||||
vote | 85.5301% | 75 | 87.5934% | 75 | 89.0342% | 75 | 90.5075% | 75 | 92.0711% | 75 | 92.1154% | 75 | |
borda | 88.0179% | 74 | 89.8680% | 74 | 91.1111% | 74 | 92.7293% | 73 | 93.7609% | 72 | 93.7336% | 73 | |
bks | 89.9703% | 42 | 91.5766% | 50 | 92.1018% | 64 | 93.4898% | 67 | 94.2792% | 68 | 94.5521% | 67 | |
bksv | 89.9703% | 42 | 91.5834% | 49 | 92.1018% | 64 | 93.4966% | 66 | 94.2809% | 67 | 94.5521% | 67 | |
avg | 89.9277% | 46 | 91.6908% | 44 | 92.8827% | 31 | 94.3491% | 18 | 95.3501% | 9 | 95.3603% | 21 | |
prod | 89.9124% | 48 | 91.6772% | 46 | 92.8469% | 39 | 94.3099% | 28 | 95.3228% | 13 | 95.3347% | 25 | |
harm | 89.8441% | 50 | 91.6192% | 48 | 92.7531% | 43 | 94.2298% | 38 | 95.2512% | 24 | 95.3023% | 32 | |
cprod | 89.7418% | 51 | 91.5715% | 51 | 92.6423% | 47 | 94.0371% | 47 | 95.0636% | 45 | 95.1813% | 46 | |
maxmax | 88.9762% | 69 | 91.0923% | 68 | 92.1376% | 60 | 93.6074% | 60 | 94.7379% | 57 | 94.8709% | 57 | |
minmax | 89.7401% | 52 | 91.5391% | 54 | 92.7020% | 46 | 94.1582% | 40 | 95.1983% | 37 | 95.2767% | 38 | |
med | 89.9277% | 46 | 91.6908% | 44 | 92.8827% | 31 | 94.3491% | 18 | 95.3501% | 9 | 95.3603% | 21 | |
davg | 89.9328% | 45 | 91.7130% | 42 | 92.8452% | 40 | 94.2298% | 38 | 95.2222% | 29 | 95.2938% | 34 | |
demp | 90.5688% | 14 | 92.0779% | 14 | 93.1197% | 6 | 94.4480% | 4 | 95.3381% | 11 | 95.4234% | 10 | |
dempp1 | 90.5228% | 16 | 92.0438% | 19 | 93.0566% | 11 | 94.3850% | 13 | 95.2802% | 19 | 95.3995% | 15 | |
dempp2 | 90.2551% | 31 | 91.8204% | 37 | 92.8691% | 35 | 94.2963% | 33 | 95.2358% | 27 | 95.3006% | 33 | |
dempp3 | 89.6719% | 55 | 91.4777% | 56 | 92.5741% | 50 | 94.0746% | 45 | 95.1113% | 40 | 95.2154% | 44 | |
dempp4 | 89.6941% | 54 | 91.5595% | 53 | 92.5093% | 51 | 93.8939% | 50 | 94.9050% | 49 | 95.0193% | 50 | |
dempi1 | 90.4256% | 22 | 92.0097% | 23 | 93.0277% | 17 | 94.4174% | 6 | 95.3228% | 13 | 95.4575% | 7 | |
dempi2 | 90.4392% | 19 | 92.0063% | 24 | 93.0362% | 14 | 94.3355% | 23 | 95.2512% | 24 | 95.3756% | 17 | |
dempi3 | 89.1791% | 66 | 91.1725% | 65 | 92.2484% | 56 | 93.8137% | 53 | 94.8692% | 51 | 94.9562% | 53 | |
dempi4 | 89.3684% | 60 | 91.2986% | 59 | 92.2365% | 57 | 93.7148% | 54 | 94.7584% | 55 | 94.9187% | 54 | |
dempi5 | 89.0564% | 67 | 91.1384% | 67 | 92.1273% | 63 | 93.6432% | 59 | 94.7379% | 57 | 94.8556% | 59 | |
dempc | 90.1306% | 38 | 91.8545% | 34 | 92.9407% | 28 | 94.3781% | 14 | 95.3569% | 8 | 95.4149% | 12 | |
dempmnk | 90.1477% | 37 | 91.6925% | 43 | 92.6252% | 48 | 94.0712% | 46 | 94.9511% | 48 | 95.1199% | 47 | |
dempch | 89.7367% | 53 | 91.5612% | 52 | 92.5025% | 52 | 93.8853% | 51 | 94.9016% | 50 | 94.9920% | 52 | |
dempcan | 68.4105% | 77 | 66.2228% | 77 | 71.6298% | 77 | 75.8057% | 77 | 78.3839% | 77 | 82.1386% | 77 | |
dempas | 88.7068% | 73 | 90.9610% | 72 | 91.4521% | 73 | 92.5809% | 74 | 93.3943% | 74 | 93.6534% | 74 | |
dempchi | 90.5722% | 12 | 92.0029% | 25 | 92.9339% | 29 | 94.2588% | 36 | 95.1710% | 38 | 95.3279% | 26 | |
dempchi2 | 90.5774% | 11 | 92.0472% | 18 | 92.9799% | 20 | 94.3594% | 15 | 95.2478% | 26 | 95.3518% | 24 | |
dempbc | 90.5177% | 18 | 92.0148% | 21 | 93.0345% | 15 | 94.3406% | 21 | 95.2529% | 23 | 95.3756% | 17 | |
demphl | 90.7666% | 8 | 92.1649% | 9 | 93.0481% | 12 | 94.3986% | 10 | 95.3006% | 18 | 95.4251% | 8 | |
dempchr | 88.8637% | 72 | 91.1997% | 63 | 91.5646% | 72 | 92.7378% | 72 | 93.5580% | 73 | 93.8206% | 72 | |
dempchr2 | 90.6950% | 9 | 92.1342% | 10 | 93.0464% | 13 | 94.4020% | 9 | 95.3108% | 16 | 95.4251% | 8 | |
dempjac | 90.1988% | 35 | 91.7982% | 40 | 92.7872% | 42 | 94.1326% | 41 | 95.0926% | 42 | 95.2341% | 43 | |
dempper | 90.5705% | 13 | 92.0728% | 15 | 93.0959% | 7 | 94.4361% | 5 | 95.3023% | 17 | 95.4592% | 6 | |
dempse | 90.1016% | 39 | 91.8170% | 38 | 92.8571% | 38 | 93.9723% | 49 | 94.8232% | 53 | 95.0687% | 48 | |
dempfr | 90.3403% | 29 | 92.2365% | 7 | 93.1624% | 4 | 94.3526% | 17 | 95.0005% | 47 | 95.2648% | 39 | |
dempm | 89.3923% | 59 | 90.7308% | 73 | 91.6056% | 71 | 92.8384% | 70 | 93.7882% | 71 | 94.2298% | 71 | |
dempmc | 91.3140% | 3 | 92.4462% | 4 | 92.9032% | 30 | 93.6875% | 55 | 94.7976% | 54 | 94.9067% | 55 | |
pprod | 89.9669% | 44 | 91.7317% | 41 | 92.8588% | 37 | 94.3389% | 22 | 95.3228% | 13 | 95.3126% | 31 | |
bayes | 89.5781% | 57 | 91.3003% | 58 | 91.9398% | 69 | 93.4437% | 69 | 94.1735% | 70 | 94.4105% | 69 | |
fi | 89.3497% | 61 | 91.1418% | 66 | 91.9347% | 70 | 93.6756% | 56 | 94.5418% | 63 | 94.6288% | 65 | |
fic | 89.3087% | 63 | 91.2100% | 62 | 91.9517% | 68 | 92.8247% | 71 | 94.2622% | 69 | 94.4003% | 70 | |
dtp1 | 90.3847% | 23 | 91.9381% | 28 | 92.9441% | 24 | 94.3014% | 29 | 95.2222% | 29 | 95.3279% | 26 | |
dtp2 | 90.2483% | 32 | 91.8272% | 35 | 92.8742% | 33 | 94.2639% | 34 | 95.2205% | 34 | 95.2870% | 35 | |
dtp3 | 89.6429% | 56 | 91.4862% | 55 | 92.5843% | 49 | 94.1087% | 44 | 95.1250% | 39 | 95.1949% | 45 | |
dtp4 | 90.0044% | 40 | 91.8869% | 32 | 92.7037% | 44 | 94.1326% | 41 | 95.0892% | 43 | 95.2358% | 41 | |
dti1 | 90.1681% | 36 | 91.8170% | 38 | 92.8657% | 36 | 94.2571% | 37 | 95.2188% | 36 | 95.2870% | 35 | |
dti2 | 90.4341% | 20 | 92.0114% | 22 | 92.9816% | 19 | 94.3202% | 27 | 95.2324% | 28 | 95.3586% | 23 | |
dti3 | 89.1826% | 65 | 91.1827% | 64 | 92.2927% | 55 | 93.8495% | 52 | 94.8573% | 52 | 95.0005% | 51 | |
dti4 | 89.3462% | 62 | 91.2509% | 61 | 92.1495% | 58 | 93.6534% | 57 | 94.7430% | 56 | 94.8897% | 56 | |
dti5 | 88.9762% | 69 | 91.0923% | 68 | 92.1376% | 60 | 93.6074% | 60 | 94.7379% | 57 | 94.8709% | 57 | |
dtc | 88.8978% | 71 | 91.0156% | 71 | 92.0097% | 67 | 93.6466% | 58 | 94.7106% | 60 | 94.8436% | 60 | |
dte | 90.4273% | 21 | 92.0404% | 20 | 93.0004% | 18 | 94.3321% | 24 | 95.2580% | 22 | 95.3808% | 16 | |
dtmnk | 90.2483% | 32 | 91.8272% | 35 | 92.8742% | 33 | 94.2639% | 34 | 95.2205% | 34 | 95.2870% | 35 | |
dtch | 90.0044% | 40 | 91.8869% | 32 | 92.7037% | 44 | 94.1326% | 41 | 95.0892% | 43 | 95.2358% | 41 | |
dtcan | 69.0499% | 76 | 66.5160% | 76 | 72.5557% | 76 | 77.1886% | 76 | 79.8060% | 76 | 83.8983% | 76 | |
dtas | 90.3745% | 27 | 91.9977% | 26 | 92.9577% | 22 | 94.3321% | 24 | 95.2614% | 20 | 95.3756% | 17 | |
dtchi | 90.6046% | 10 | 92.0898% | 13 | 93.0805% | 9 | 94.4088% | 7 | 95.3688% | 5 | 95.4234% | 10 | |
dtchi2 | 90.5484% | 15 | 92.0642% | 16 | 93.0345% | 15 | 94.4037% | 8 | 95.3603% | 7 | 95.4046% | 14 | |
dtbc | 90.3847% | 23 | 91.9381% | 28 | 92.9441% | 24 | 94.3014% | 29 | 95.2222% | 29 | 95.3279% | 26 | |
dthl | 90.7871% | 6 | 92.2484% | 6 | 93.2101% | 2 | 94.5299% | 2 | 95.4302% | 2 | 95.4950% | 2 | |
dtchr | 90.3745% | 27 | 91.9977% | 26 | 92.9577% | 22 | 94.3321% | 24 | 95.2614% | 20 | 95.3756% | 17 | |
dtchr2 | 90.7769% | 7 | 92.2228% | 8 | 93.2067% | 3 | 94.5163% | 3 | 95.4200% | 3 | 95.4916% | 4 | |
dtjac | 90.3847% | 23 | 91.9381% | 28 | 92.9441% | 24 | 94.3014% | 29 | 95.2222% | 29 | 95.3279% | 26 | |
dtper | 90.3847% | 23 | 91.9381% | 28 | 92.9441% | 24 | 94.3014% | 29 | 95.2222% | 29 | 95.3279% | 26 | |
dtse | 89.0223% | 68 | 91.0838% | 70 | 92.1427% | 59 | 93.5239% | 64 | 94.4463% | 66 | 94.5981% | 66 | |
dtfr | 90.2022% | 34 | 92.1325% | 11 | 93.1317% | 5 | 94.3440% | 20 | 95.0329% | 46 | 95.2597% | 40 | |
dtm | 91.1963% | 4 | 92.4752% | 3 | 92.4360% | 53 | 93.6023% | 62 | 94.4600% | 65 | 94.7004% | 63 | |
dtmc | 92.0353% | 2 | 92.7770% | 2 | 93.0942% | 8 | 93.9757% | 48 | 95.1096% | 41 | 95.0278% | 49 | |
epw | 89.8527% | 49 | 91.6635% | 47 | 92.8145% | 41 | 94.3594% | 15 | 95.3825% | 4 | 95.4149% | 12 | |
gc | 89.2763% | 64 | 91.2560% | 60 | 92.0779% | 66 | 93.4505% | 68 | 94.5521% | 62 | 94.7175% | 62 | |
mgc | 89.4963% | 58 | 91.4009% | 57 | 92.1376% | 60 | 93.5239% | 64 | 94.5981% | 61 | 94.7840% | 61 | |
ogc | 90.3114% | 30 | 92.0608% | 17 | 92.9663% | 21 | 94.3867% | 12 | 95.3688% | 5 | 95.4933% | 3 | |
omgc | 90.5194% | 17 | 92.1256% | 12 | 93.0635% | 10 | 94.3918% | 11 | 95.3313% | 12 | 95.4848% | 5 | |
mlr | 91.0463% | 5 | 92.3473% | 5 | 92.3797% | 54 | 93.5852% | 63 | 94.4770% | 64 | 94.6970% | 64 | |
mlpcmb | 95.3450% | 1 | 95.4268% | 1 | 95.7064% | 1 | 95.9281% | 1 | 96.2777% | 1 | 96.3578% | 1 | |
joinedin | 90.8502% | 92.5059% | 92.6815% | 94.1957% | 95.5615% | 95.7303% | |||||||
oracle | 92.9612% | 94.4566% | 95.0500% | 96.1037% | 96.8438% | 96.7977% | |||||||
cdc | 0.8493 | 0.8484 | 0.8623 | 0.8584 | 0.8738 | 0.8871 |