Табела NN14_23: | Резултати на комбинирањето на двата NN класификатори за унијата од првото и четвртото и унијата од второто и третото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
FS14 | 90.8502% | 92.5059% | 92.6815% | 94.1957% | 95.5615% | 95.7303% | |||||||
FS23 | 89.3974% | 91.8818% | 91.8017% | 93.5239% | 95.1437% | 95.2955% | |||||||
- | - | - | - | - | - | - | |||||||
- | - | - | - | - | - | - | |||||||
vote | 90.0488% | 75 | 92.2672% | 75 | 92.2774% | 75 | 93.8888% | 75 | 95.3296% | 75 | 95.5342% | 75 | |
borda | 91.0412% | 74 | 92.7889% | 74 | 93.2033% | 71 | 94.4156% | 70 | 95.7474% | 67 | 95.9861% | 67 | |
bks | 92.0404% | 52 | 93.2954% | 69 | 93.4045% | 60 | 94.5094% | 67 | 95.6553% | 71 | 95.8019% | 73 | |
bksv | 92.0404% | 52 | 93.3056% | 68 | 93.4045% | 60 | 94.5145% | 65 | 95.6689% | 70 | 95.8173% | 72 | |
avg | 92.1427% | 41 | 93.8956% | 37 | 93.8137% | 26 | 95.0858% | 35 | 96.3629% | 31 | 96.5692% | 5 | |
prod | 92.1086% | 44 | 93.8819% | 42 | 93.8206% | 24 | 95.1062% | 26 | 96.3612% | 33 | 96.5641% | 8 | |
harm | 92.0642% | 46 | 93.8427% | 45 | 93.7830% | 37 | 95.0585% | 40 | 96.3442% | 40 | 96.5658% | 7 | |
cprod | 92.0984% | 45 | 93.8939% | 39 | 93.6313% | 51 | 95.0431% | 42 | 96.3322% | 41 | 96.4976% | 43 | |
maxmax | 91.8579% | 62 | 93.7592% | 53 | 93.3602% | 65 | 94.9766% | 56 | 96.2453% | 53 | 96.4056% | 52 | |
minmax | 92.0370% | 54 | 93.7575% | 55 | 93.7933% | 34 | 95.0363% | 45 | 96.3237% | 44 | 96.5420% | 28 | |
med | 92.1427% | 41 | 93.8956% | 37 | 93.8137% | 26 | 95.0858% | 35 | 96.3629% | 31 | 96.5692% | 5 | |
davg | 92.1614% | 38 | 93.8871% | 41 | 93.7046% | 44 | 95.0858% | 35 | 96.3459% | 39 | 96.5266% | 38 | |
demp | 92.2825% | 34 | 93.9536% | 24 | 93.8683% | 15 | 95.1250% | 12 | 96.3749% | 13 | 96.5624% | 11 | |
dempp1 | 92.3439% | 24 | 93.9672% | 20 | 93.7830% | 37 | 95.1199% | 13 | 96.3646% | 29 | 96.5505% | 20 | |
dempp2 | 92.2944% | 31 | 93.9297% | 34 | 93.8342% | 17 | 95.0943% | 30 | 96.3902% | 2 | 96.5556% | 15 | |
dempp3 | 92.0421% | 51 | 93.8223% | 49 | 93.6756% | 49 | 95.0397% | 44 | 96.3646% | 29 | 96.5334% | 37 | |
dempp4 | 92.0608% | 47 | 93.8171% | 51 | 93.5153% | 55 | 95.0431% | 42 | 96.3015% | 48 | 96.4448% | 47 | |
dempi1 | 92.2586% | 35 | 93.9536% | 24 | 93.7967% | 30 | 95.1113% | 21 | 96.3680% | 27 | 96.5539% | 17 | |
dempi2 | 92.4462% | 14 | 93.9859% | 11 | 93.8785% | 14 | 95.1403% | 10 | 96.3834% | 4 | 96.5590% | 13 | |
dempi3 | 91.8341% | 65 | 93.7131% | 59 | 93.3909% | 63 | 94.9920% | 55 | 96.3186% | 46 | 96.4311% | 49 | |
dempi4 | 91.9688% | 59 | 93.7779% | 52 | 93.4215% | 58 | 95.0142% | 49 | 96.2896% | 49 | 96.4294% | 50 | |
dempi5 | 91.8119% | 67 | 93.7217% | 57 | 93.3823% | 64 | 95.0005% | 52 | 96.2674% | 51 | 96.4226% | 51 | |
dempc | 92.1325% | 43 | 93.8922% | 40 | 93.7694% | 41 | 95.0875% | 33 | 96.3595% | 36 | 96.5641% | 8 | |
dempmnk | 92.3200% | 26 | 93.9314% | 33 | 93.8257% | 23 | 95.0687% | 39 | 96.3697% | 24 | 96.5045% | 41 | |
dempch | 92.0489% | 50 | 93.8188% | 50 | 93.5221% | 54 | 95.0278% | 47 | 96.3220% | 45 | 96.4431% | 48 | |
dempcan | 64.9268% | 76 | 58.5956% | 76 | 59.1959% | 77 | 63.7298% | 77 | 78.9636% | 77 | 84.5122% | 77 | |
dempas | 91.9108% | 61 | 93.5597% | 64 | 93.5341% | 53 | 94.5111% | 66 | 95.8667% | 65 | 96.1737% | 64 | |
dempchi | 92.4718% | 9 | 93.9621% | 21 | 93.7950% | 32 | 95.1113% | 21 | 96.3612% | 33 | 96.5249% | 39 | |
dempchi2 | 92.4547% | 11 | 93.9928% | 9 | 93.9194% | 12 | 95.1386% | 11 | 96.3851% | 3 | 96.5522% | 18 | |
dempbc | 92.3814% | 18 | 93.9604% | 22 | 93.7950% | 32 | 95.1165% | 15 | 96.3783% | 7 | 96.5386% | 30 | |
demphl | 92.6014% | 7 | 94.0303% | 7 | 93.9348% | 10 | 95.1523% | 7 | 96.3766% | 10 | 96.5420% | 28 | |
dempchr | 91.9807% | 58 | 93.6569% | 62 | 93.5699% | 52 | 94.6015% | 64 | 95.9213% | 63 | 96.2640% | 60 | |
dempchr2 | 92.6133% | 5 | 94.0576% | 3 | 93.9638% | 9 | 95.1727% | 5 | 96.3697% | 24 | 96.5488% | 21 | |
dempjac | 92.3166% | 27 | 93.9399% | 27 | 93.6773% | 48 | 95.0824% | 38 | 96.3544% | 38 | 96.5027% | 42 | |
dempper | 92.3678% | 23 | 93.9774% | 19 | 93.8274% | 18 | 95.1199% | 13 | 96.3766% | 10 | 96.5556% | 15 | |
dempse | 92.4138% | 17 | 93.9604% | 22 | 93.9962% | 8 | 95.0090% | 51 | 96.2214% | 56 | 96.3186% | 58 | |
dempfr | 92.4513% | 12 | 94.1224% | 2 | 94.1531% | 5 | 95.1148% | 16 | 96.2333% | 55 | 96.3373% | 56 | |
dempm | 91.7556% | 68 | 92.9543% | 72 | 92.8810% | 74 | 94.1872% | 74 | 95.7167% | 68 | 96.2163% | 62 | |
dempmc | 93.1999% | 3 | 94.0490% | 5 | 94.4293% | 2 | 95.0176% | 48 | 96.0816% | 61 | 96.0458% | 66 | |
pprod | 92.1546% | 39 | 93.8649% | 43 | 93.7967% | 30 | 95.0943% | 30 | 96.3561% | 37 | 96.5488% | 21 | |
bayes | 91.5698% | 71 | 93.1658% | 70 | 93.2834% | 69 | 94.3798% | 72 | 95.7099% | 69 | 95.7610% | 74 | |
fi | 91.4231% | 72 | 92.9697% | 71 | 93.0737% | 72 | 94.4804% | 68 | 95.7661% | 66 | 95.9861% | 67 | |
fic | 91.3089% | 73 | 92.8708% | 73 | 92.9441% | 73 | 94.2605% | 73 | 95.5666% | 74 | 95.8429% | 71 | |
dtp1 | 92.3729% | 19 | 93.9791% | 15 | 93.8274% | 18 | 95.1148% | 16 | 96.3749% | 13 | 96.5437% | 24 | |
dtp2 | 92.3149% | 28 | 93.9331% | 31 | 93.8137% | 26 | 95.0960% | 28 | 96.3783% | 7 | 96.5368% | 35 | |
dtp3 | 92.0523% | 48 | 93.8308% | 48 | 93.6705% | 50 | 95.0500% | 41 | 96.3612% | 33 | 96.5249% | 39 | |
dtp4 | 92.0336% | 55 | 93.8393% | 46 | 93.6995% | 45 | 94.9988% | 53 | 96.3322% | 41 | 96.4738% | 44 | |
dti1 | 92.2501% | 36 | 93.9212% | 35 | 93.7916% | 35 | 95.1028% | 27 | 96.3732% | 22 | 96.5386% | 30 | |
dti2 | 92.4394% | 16 | 93.9808% | 14 | 93.8444% | 16 | 95.1454% | 9 | 96.3749% | 13 | 96.5488% | 21 | |
dti3 | 91.8528% | 64 | 93.7540% | 56 | 93.4454% | 57 | 95.0107% | 50 | 96.3169% | 47 | 96.4635% | 46 | |
dti4 | 91.7113% | 70 | 93.7165% | 58 | 93.4028% | 62 | 94.9255% | 61 | 96.2777% | 50 | 96.3834% | 54 | |
dti5 | 91.8579% | 62 | 93.7592% | 53 | 93.3602% | 65 | 94.9766% | 56 | 96.2453% | 53 | 96.4056% | 52 | |
dtc | 91.7522% | 69 | 93.6637% | 61 | 93.3192% | 68 | 94.9596% | 59 | 96.2555% | 52 | 96.3697% | 55 | |
dte | 92.3098% | 30 | 93.9382% | 28 | 93.7847% | 36 | 95.1096% | 23 | 96.3697% | 24 | 96.5386% | 30 | |
dtmnk | 92.3149% | 28 | 93.9331% | 31 | 93.8137% | 26 | 95.0960% | 28 | 96.3783% | 7 | 96.5368% | 35 | |
dtch | 92.0336% | 55 | 93.8393% | 46 | 93.6995% | 45 | 94.9988% | 53 | 96.3322% | 41 | 96.4738% | 44 | |
dtcan | 64.8808% | 77 | 58.3399% | 77 | 59.6392% | 76 | 64.6830% | 76 | 79.9833% | 76 | 85.2999% | 76 | |
dtas | 92.2910% | 32 | 93.9365% | 29 | 93.7762% | 39 | 95.1096% | 23 | 96.3749% | 13 | 96.5386% | 30 | |
dtchi | 92.4650% | 10 | 93.9894% | 10 | 93.9212% | 11 | 95.1557% | 6 | 96.3834% | 4 | 96.5641% | 8 | |
dtchi2 | 92.4445% | 15 | 93.9842% | 12 | 93.9177% | 13 | 95.1472% | 8 | 96.3817% | 6 | 96.5607% | 12 | |
dtbc | 92.3729% | 19 | 93.9791% | 15 | 93.8274% | 18 | 95.1148% | 16 | 96.3749% | 13 | 96.5437% | 24 | |
dthl | 92.6099% | 6 | 94.0507% | 4 | 94.0405% | 7 | 95.1915% | 2 | 96.3732% | 22 | 96.5710% | 4 | |
dtchr | 92.2910% | 32 | 93.9365% | 29 | 93.7762% | 39 | 95.1096% | 23 | 96.3749% | 13 | 96.5386% | 30 | |
dtchr2 | 92.6167% | 4 | 94.0388% | 6 | 94.0525% | 6 | 95.1898% | 4 | 96.3749% | 13 | 96.5744% | 3 | |
dtjac | 92.3729% | 19 | 93.9791% | 15 | 93.8274% | 18 | 95.1148% | 16 | 96.3749% | 13 | 96.5437% | 24 | |
dtper | 92.3729% | 19 | 93.9791% | 15 | 93.8274% | 18 | 95.1148% | 16 | 96.3749% | 13 | 96.5437% | 24 | |
dtse | 91.8204% | 66 | 93.3960% | 66 | 93.7694% | 41 | 94.6544% | 63 | 95.8701% | 64 | 95.8787% | 70 | |
dtfr | 92.3337% | 25 | 93.9467% | 26 | 94.1616% | 4 | 95.0329% | 46 | 96.1532% | 59 | 96.2419% | 61 | |
dtm | 92.5587% | 8 | 93.4335% | 65 | 93.3397% | 67 | 94.4497% | 69 | 95.6434% | 73 | 96.1907% | 63 | |
dtmc | 93.2851% | 2 | 94.0098% | 8 | 94.3798% | 3 | 94.9494% | 60 | 96.0083% | 62 | 95.9605% | 69 | |
epw | 92.0523% | 48 | 93.8581% | 44 | 93.8206% | 24 | 95.0909% | 32 | 96.3766% | 10 | 96.5880% | 2 | |
gc | 91.9159% | 60 | 93.5835% | 63 | 93.4164% | 59 | 94.9135% | 62 | 96.1106% | 60 | 96.3152% | 59 | |
mgc | 91.9875% | 57 | 93.7131% | 59 | 93.5102% | 56 | 94.9613% | 58 | 96.1583% | 58 | 96.3254% | 57 | |
ogc | 92.1444% | 40 | 93.9092% | 36 | 93.7694% | 41 | 95.0875% | 33 | 96.3680% | 27 | 96.5522% | 18 | |
omgc | 92.2262% | 37 | 93.9842% | 12 | 93.6961% | 47 | 95.1915% | 2 | 96.2112% | 57 | 96.5573% | 14 | |
mlr | 92.4496% | 13 | 93.3704% | 67 | 93.2681% | 70 | 94.3850% | 71 | 95.6451% | 72 | 96.1464% | 65 | |
mlpcmb | 95.6382% | 1 | 96.1430% | 1 | 96.3135% | 1 | 96.6630% | 1 | 96.9529% | 1 | 97.0569% | 1 | |
joinedin | 92.4445% | 93.8871% | 93.6193% | 95.1489% | 96.5130% | 96.6630% | |||||||
oracle | 94.5879% | 95.8275% | 95.5035% | 96.6954% | 97.6503% | 97.6776% | |||||||
cdc | 0.9197 | 0.9315 | 0.9491 | 0.9486 | 0.9532 | 0.9581 |