Табела NN134: | Резултати на комбинирањето на трите NN класификатори за првото, третото 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% | |||||||
- | - | - | - | - | - | - | |||||||
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 | 87.8883% | 75 | 89.7725% | 75 | 90.7138% | 75 | 92.3303% | 75 | 93.9842% | 74 | 94.1803% | 75 | |
borda | 88.9455% | 72 | 90.7513% | 73 | 91.6192% | 70 | 93.2988% | 69 | 94.6868% | 64 | 94.7976% | 64 | |
bks | 90.7223% | 20 | 91.9312% | 21 | 92.6355% | 20 | 93.4744% | 64 | 94.4497% | 70 | 94.6510% | 70 | |
bksv | 90.8604% | 13 | 92.0489% | 20 | 92.7446% | 17 | 93.5852% | 60 | 94.6049% | 65 | 94.7788% | 65 | |
avg | 90.2073% | 39 | 91.8392% | 29 | 92.6201% | 21 | 94.3355% | 12 | 95.4933% | 10 | 95.6365% | 11 | |
prod | 90.2261% | 37 | 91.8494% | 27 | 92.6150% | 22 | 94.4105% | 7 | 95.5274% | 7 | 95.6689% | 9 | |
harm | 90.0914% | 46 | 91.7556% | 33 | 92.4991% | 28 | 94.3543% | 11 | 95.4677% | 11 | 95.5769% | 12 | |
cprod | 89.7043% | 57 | 91.3055% | 58 | 92.0540% | 59 | 93.6074% | 58 | 94.9016% | 53 | 95.1284% | 51 | |
maxmax | 89.6105% | 59 | 91.2679% | 62 | 92.1700% | 52 | 93.7626% | 41 | 95.0363% | 35 | 95.1437% | 48 | |
minmax | 89.8459% | 54 | 91.6209% | 39 | 92.4036% | 32 | 94.1957% | 20 | 95.4063% | 13 | 95.5291% | 16 | |
med | 88.6113% | 74 | 90.4733% | 74 | 91.3481% | 74 | 92.9816% | 73 | 94.4480% | 71 | 94.6970% | 68 | |
davg | 89.9720% | 52 | 91.5493% | 42 | 92.2450% | 41 | 93.8427% | 36 | 95.0977% | 29 | 95.3126% | 24 | |
demp | 90.5347% | 25 | 91.8102% | 31 | 92.3405% | 35 | 93.9160% | 30 | 95.0448% | 34 | 95.2921% | 26 | |
dempp1 | 90.8826% | 12 | 92.1938% | 15 | 92.8333% | 11 | 94.4327% | 6 | 95.5393% | 6 | 95.7064% | 6 | |
dempp2 | 90.0164% | 50 | 91.4453% | 55 | 92.1563% | 55 | 93.7217% | 52 | 94.9357% | 51 | 95.1881% | 42 | |
dempp3 | 89.4946% | 64 | 91.2355% | 64 | 92.0387% | 60 | 93.5273% | 63 | 94.8726% | 57 | 95.1028% | 55 | |
dempp4 | 90.2397% | 34 | 91.5885% | 41 | 92.2859% | 37 | 93.7370% | 46 | 94.9681% | 42 | 95.1796% | 44 | |
dempi1 | 90.8280% | 15 | 92.2467% | 10 | 92.9117% | 8 | 94.5111% | 4 | 95.5888% | 4 | 95.7405% | 4 | |
dempi2 | 90.2295% | 35 | 91.5288% | 45 | 92.1461% | 57 | 93.6910% | 54 | 94.9170% | 52 | 95.1693% | 45 | |
dempi3 | 89.1075% | 70 | 90.9678% | 69 | 91.8068% | 67 | 93.4079% | 67 | 94.7362% | 63 | 94.9579% | 63 | |
dempi4 | 90.0539% | 47 | 91.4248% | 56 | 92.1563% | 55 | 93.6347% | 56 | 94.8675% | 59 | 95.1165% | 53 | |
dempi5 | 89.4758% | 65 | 91.0940% | 66 | 91.9040% | 65 | 93.4386% | 66 | 94.7857% | 61 | 94.9698% | 62 | |
dempc | 90.4341% | 27 | 92.0847% | 17 | 92.6934% | 18 | 94.4003% | 8 | 95.4592% | 12 | 95.6860% | 8 | |
dempmnk | 89.9413% | 53 | 91.3020% | 60 | 92.0301% | 61 | 93.5324% | 62 | 94.8692% | 58 | 95.0875% | 58 | |
dempch | 90.1033% | 45 | 91.4487% | 54 | 92.1683% | 54 | 93.6142% | 57 | 94.8812% | 55 | 95.0892% | 57 | |
dempcan | 74.0136% | 77 | 70.9034% | 77 | 72.0902% | 77 | 78.7573% | 77 | 83.4362% | 77 | 85.8729% | 77 | |
dempas | 89.3616% | 68 | 91.3038% | 59 | 91.4879% | 72 | 92.9543% | 74 | 93.9689% | 75 | 94.2656% | 74 | |
dempchi | 90.7274% | 19 | 91.8818% | 23 | 92.4820% | 30 | 93.9501% | 29 | 95.1199% | 26 | 95.3603% | 23 | |
dempchi2 | 90.5313% | 26 | 91.7812% | 32 | 92.3882% | 33 | 93.8649% | 31 | 95.0517% | 32 | 95.2955% | 25 | |
dempbc | 90.6268% | 23 | 91.8153% | 30 | 92.4274% | 31 | 93.9553% | 27 | 95.1199% | 26 | 95.3688% | 21 | |
demphl | 91.0838% | 6 | 92.2194% | 12 | 92.8111% | 14 | 94.2502% | 16 | 95.3450% | 14 | 95.5410% | 15 | |
dempchr | 89.4196% | 66 | 91.4657% | 53 | 91.6005% | 71 | 93.0942% | 70 | 94.0848% | 73 | 94.3781% | 72 | |
dempchr2 | 90.9013% | 11 | 92.0864% | 16 | 92.7480% | 16 | 94.1394% | 24 | 95.2989% | 19 | 95.5189% | 17 | |
dempjac | 90.3813% | 28 | 91.6380% | 35 | 92.3217% | 36 | 93.8649% | 31 | 95.0602% | 31 | 95.2887% | 27 | |
dempper | 90.9730% | 10 | 92.2689% | 8 | 92.9117% | 8 | 94.4907% | 5 | 95.5837% | 5 | 95.7371% | 5 | |
dempse | 90.6541% | 21 | 92.2024% | 13 | 92.8094% | 15 | 94.1445% | 23 | 95.0755% | 30 | 95.2597% | 31 | |
dempfr | 90.8553% | 14 | 92.3678% | 7 | 92.9339% | 7 | 94.2451% | 17 | 95.1437% | 23 | 95.2802% | 28 | |
dempm | 89.7009% | 58 | 91.0701% | 67 | 91.9278% | 64 | 93.3124% | 68 | 94.4753% | 68 | 94.3287% | 73 | |
dempmc | 91.7437% | 5 | 92.6730% | 5 | 93.1965% | 6 | 93.8547% | 33 | 95.1165% | 28 | 95.1472% | 47 | |
pprod | 90.3062% | 30 | 91.8699% | 24 | 92.6082% | 23 | 94.4003% | 8 | 95.5189% | 9 | 95.6638% | 10 | |
bayes | 89.5816% | 62 | 90.9082% | 70 | 91.4197% | 73 | 92.9953% | 72 | 94.3406% | 72 | 94.5879% | 71 | |
fi | 88.8876% | 73 | 90.7990% | 71 | 91.7079% | 69 | 93.8512% | 34 | 94.4941% | 67 | 94.7635% | 66 | |
fic | 89.0683% | 71 | 90.7854% | 72 | 91.7505% | 68 | 93.0055% | 71 | 94.4634% | 69 | 94.6748% | 69 | |
dtp1 | 90.1630% | 41 | 91.5135% | 46 | 92.1990% | 44 | 93.7319% | 47 | 94.9477% | 44 | 95.1966% | 38 | |
dtp2 | 90.0368% | 48 | 91.4743% | 50 | 92.1973% | 49 | 93.7626% | 41 | 94.9459% | 48 | 95.2017% | 35 | |
dtp3 | 89.5901% | 61 | 91.2884% | 61 | 92.0728% | 58 | 93.5989% | 59 | 94.8743% | 56 | 95.1165% | 53 | |
dtp4 | 90.7769% | 16 | 92.0557% | 18 | 92.5860% | 24 | 94.2400% | 18 | 95.3347% | 15 | 95.4336% | 18 | |
dti1 | 90.0010% | 51 | 91.4743% | 50 | 92.2041% | 42 | 93.7523% | 45 | 94.9545% | 43 | 95.1983% | 37 | |
dti2 | 90.2721% | 33 | 91.5493% | 42 | 92.1836% | 51 | 93.7182% | 53 | 94.9459% | 48 | 95.1847% | 43 | |
dti3 | 89.2439% | 69 | 91.0360% | 68 | 91.8392% | 66 | 93.4744% | 64 | 94.7652% | 62 | 94.9783% | 60 | |
dti4 | 90.1749% | 40 | 91.6005% | 40 | 92.1990% | 44 | 93.8461% | 35 | 95.0159% | 37 | 95.1642% | 46 | |
dti5 | 89.6105% | 59 | 91.2679% | 62 | 92.1700% | 52 | 93.7626% | 41 | 95.0363% | 35 | 95.1437% | 48 | |
dtc | 89.4025% | 67 | 91.2151% | 65 | 91.9858% | 62 | 93.7319% | 47 | 94.9988% | 41 | 95.0670% | 59 | |
dte | 90.3608% | 29 | 91.6635% | 34 | 92.2672% | 38 | 93.8137% | 38 | 95.0022% | 38 | 95.2563% | 32 | |
dtmnk | 90.0368% | 48 | 91.4743% | 50 | 92.1973% | 49 | 93.7626% | 41 | 94.9459% | 48 | 95.2017% | 35 | |
dtch | 90.7769% | 16 | 92.0557% | 18 | 92.5860% | 24 | 94.2400% | 18 | 95.3347% | 15 | 95.4336% | 18 | |
dtcan | 74.5064% | 76 | 71.0824% | 76 | 72.9922% | 76 | 80.0737% | 76 | 84.6810% | 76 | 87.4109% | 76 | |
dtas | 90.2960% | 31 | 91.6311% | 36 | 92.2620% | 39 | 93.8103% | 39 | 95.0022% | 38 | 95.2614% | 29 | |
dtchi | 90.6541% | 21 | 91.8613% | 25 | 92.5059% | 26 | 93.9536% | 28 | 95.1386% | 24 | 95.3722% | 20 | |
dtchi2 | 90.5654% | 24 | 91.8545% | 26 | 92.5025% | 27 | 93.9587% | 26 | 95.1369% | 25 | 95.3688% | 21 | |
dtbc | 90.1630% | 41 | 91.5135% | 46 | 92.1990% | 44 | 93.7319% | 47 | 94.9477% | 44 | 95.1966% | 38 | |
dthl | 91.0480% | 7 | 92.2228% | 11 | 92.8213% | 12 | 94.2554% | 15 | 95.3160% | 17 | 95.5479% | 14 | |
dtchr | 90.2960% | 31 | 91.6311% | 36 | 92.2620% | 39 | 93.8103% | 39 | 95.0022% | 38 | 95.2614% | 29 | |
dtchr2 | 91.0088% | 9 | 92.1973% | 14 | 92.8179% | 13 | 94.2588% | 14 | 95.3143% | 18 | 95.5496% | 13 | |
dtjac | 90.1630% | 41 | 91.5135% | 46 | 92.1990% | 44 | 93.7319% | 47 | 94.9477% | 44 | 95.1966% | 38 | |
dtper | 90.1630% | 41 | 91.5135% | 46 | 92.1990% | 44 | 93.7319% | 47 | 94.9477% | 44 | 95.1966% | 38 | |
dtse | 89.7248% | 55 | 91.5357% | 44 | 92.2024% | 43 | 93.5392% | 61 | 94.5691% | 66 | 94.7055% | 67 | |
dtfr | 90.7666% | 18 | 92.2689% | 8 | 92.8350% | 10 | 94.1360% | 25 | 95.0517% | 32 | 95.2239% | 34 | |
dtm | 92.5315% | 3 | 93.0038% | 4 | 93.5170% | 4 | 94.1684% | 21 | 95.2290% | 20 | 95.0943% | 56 | |
dtmc | 92.5604% | 2 | 93.0089% | 3 | 93.5221% | 3 | 94.2622% | 13 | 95.1676% | 22 | 95.2563% | 32 | |
epw | 90.2295% | 35 | 91.9074% | 22 | 92.6559% | 19 | 94.3798% | 10 | 95.5257% | 8 | 95.6894% | 7 | |
gc | 89.7129% | 56 | 91.6243% | 38 | 92.3729% | 34 | 93.6552% | 55 | 94.8027% | 60 | 94.9715% | 61 | |
mgc | 90.2176% | 38 | 91.8494% | 27 | 92.4871% | 29 | 93.8376% | 37 | 94.8829% | 54 | 95.1233% | 52 | |
ogc | 91.0292% | 8 | 92.5110% | 6 | 93.2237% | 5 | 94.7294% | 3 | 95.7388% | 2 | 95.7849% | 3 | |
omgc | 89.5116% | 63 | 91.3515% | 57 | 91.9551% | 63 | 94.8743% | 2 | 95.6416% | 3 | 95.8735% | 2 | |
mlr | 92.4769% | 4 | 93.0311% | 2 | 93.5324% | 2 | 94.1496% | 22 | 95.2273% | 21 | 95.1386% | 50 | |
mlpcmb | 95.8360% | 1 | 95.9247% | 1 | 96.3646% | 1 | 96.5079% | 1 | 96.7960% | 1 | 96.6647% | 1 | |
joinedin | 92.1461% | 93.3619% | 93.1351% | 94.8522% | 96.1634% | 96.2299% | |||||||
oracle | 95.0517% | 95.9264% | 96.2026% | 97.1746% | 97.7458% | 97.7322% | |||||||
cdc | 0.3121 | 0.3721 | 0.4717 | 0.4951 | 0.502 | 0.4696 |