Табела NN13_24: | Резултати на комбинирањето на двата NN класификатори за унијата од првото и третото и унијата од второто и четвртото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
FS13 | 85.7791% | 87.5507% | 88.8262% | 90.4785% | 92.8810% | 93.4488% | |||||||
FS24 | 90.6285% | 92.4530% | 93.0055% | 94.6493% | 95.7746% | 95.8838% | |||||||
- | - | - | - | - | - | - | |||||||
- | - | - | - | - | - | - | |||||||
vote | 88.1509% | 75 | 90.0471% | 75 | 90.8212% | 75 | 92.5349% | 75 | 94.2844% | 75 | 94.6390% | 75 | |
borda | 89.6429% | 74 | 91.7283% | 74 | 92.3285% | 74 | 93.8547% | 74 | 95.2324% | 74 | 95.4814% | 74 | |
bks | 91.5169% | 22 | 93.1044% | 42 | 93.7012% | 20 | 94.8880% | 47 | 95.8190% | 64 | 95.9673% | 63 | |
bksv | 91.5169% | 22 | 93.1044% | 42 | 93.7012% | 20 | 94.8880% | 47 | 95.8241% | 63 | 95.9656% | 64 | |
avg | 91.0719% | 53 | 93.0873% | 44 | 93.5801% | 42 | 94.9664% | 37 | 96.1293% | 27 | 96.3305% | 32 | |
prod | 91.0463% | 57 | 93.0566% | 47 | 93.5631% | 45 | 94.9408% | 42 | 96.1208% | 33 | 96.3169% | 37 | |
harm | 90.9730% | 62 | 92.9475% | 53 | 93.4778% | 50 | 94.8658% | 51 | 96.0748% | 42 | 96.2726% | 44 | |
cprod | 91.0241% | 60 | 92.8554% | 57 | 93.4198% | 55 | 94.8198% | 53 | 96.0509% | 46 | 96.2879% | 43 | |
maxmax | 90.7445% | 70 | 92.4377% | 71 | 93.0873% | 69 | 94.5793% | 66 | 95.9213% | 60 | 96.1481% | 56 | |
minmax | 90.9184% | 65 | 92.8844% | 55 | 93.4352% | 54 | 94.8436% | 52 | 96.0372% | 47 | 96.2470% | 45 | |
med | 91.0719% | 53 | 93.0873% | 44 | 93.5801% | 42 | 94.9664% | 37 | 96.1293% | 27 | 96.3305% | 32 | |
davg | 91.0906% | 52 | 93.0191% | 49 | 93.4659% | 53 | 94.9084% | 45 | 96.0918% | 40 | 96.3271% | 35 | |
demp | 91.5357% | 19 | 93.3550% | 14 | 93.7472% | 13 | 95.0943% | 11 | 96.1430% | 18 | 96.3459% | 28 | |
dempp1 | 91.5322% | 20 | 93.2834% | 21 | 93.7148% | 19 | 95.0994% | 10 | 96.1958% | 7 | 96.3868% | 7 | |
dempp2 | 91.4163% | 33 | 93.2374% | 25 | 93.6193% | 33 | 95.0176% | 27 | 96.1344% | 25 | 96.3629% | 12 | |
dempp3 | 91.0974% | 51 | 93.0242% | 48 | 93.4761% | 52 | 94.9579% | 39 | 96.1174% | 34 | 96.3169% | 37 | |
dempp4 | 91.1315% | 47 | 92.7992% | 62 | 93.3073% | 61 | 94.7976% | 57 | 96.0083% | 50 | 96.2180% | 50 | |
dempi1 | 91.4947% | 26 | 93.3465% | 17 | 93.7165% | 17 | 95.1335% | 8 | 96.2043% | 5 | 96.3953% | 6 | |
dempi2 | 91.5254% | 21 | 93.2834% | 21 | 93.6841% | 22 | 95.0431% | 15 | 96.1327% | 26 | 96.3629% | 12 | |
dempi3 | 90.8809% | 68 | 92.8759% | 56 | 93.3363% | 57 | 94.8812% | 49 | 96.0679% | 43 | 96.2333% | 48 | |
dempi4 | 90.9815% | 61 | 92.6287% | 67 | 93.1879% | 65 | 94.6868% | 62 | 95.9486% | 56 | 96.1617% | 54 | |
dempi5 | 90.7786% | 69 | 92.5349% | 69 | 93.1624% | 66 | 94.6953% | 61 | 95.9588% | 55 | 96.1464% | 58 | |
dempc | 91.1656% | 46 | 93.1692% | 39 | 93.6398% | 26 | 95.0431% | 15 | 96.1651% | 12 | 96.3578% | 18 | |
dempmnk | 91.3600% | 42 | 93.1061% | 41 | 93.4778% | 50 | 94.8061% | 56 | 96.0134% | 49 | 96.2419% | 46 | |
dempch | 91.1230% | 48 | 92.8179% | 59 | 93.3261% | 58 | 94.8129% | 55 | 96.0219% | 48 | 96.2163% | 51 | |
dempcan | 65.3122% | 76 | 60.3281% | 76 | 62.6232% | 77 | 69.1744% | 77 | 81.2860% | 77 | 84.7458% | 77 | |
dempas | 91.2509% | 45 | 92.8145% | 61 | 92.7395% | 73 | 94.1752% | 72 | 95.5069% | 72 | 95.6263% | 72 | |
dempchi | 91.6789% | 14 | 93.2101% | 31 | 93.6176% | 34 | 95.0227% | 24 | 96.1174% | 34 | 96.3305% | 32 | |
dempchi2 | 91.6482% | 16 | 93.3636% | 13 | 93.7165% | 17 | 94.9903% | 36 | 96.0935% | 39 | 96.3254% | 36 | |
dempbc | 91.5152% | 24 | 93.2493% | 23 | 93.6330% | 28 | 95.0363% | 17 | 96.1447% | 17 | 96.3629% | 12 | |
demphl | 91.8801% | 10 | 93.3550% | 14 | 93.7711% | 9 | 95.0943% | 11 | 96.1754% | 9 | 96.3663% | 10 | |
dempchr | 91.3157% | 44 | 92.9288% | 54 | 92.9373% | 71 | 94.2809% | 71 | 95.6212% | 70 | 95.7371% | 69 | |
dempchr2 | 91.8818% | 9 | 93.3772% | 12 | 93.7933% | 8 | 95.1062% | 9 | 96.1771% | 8 | 96.3663% | 10 | |
dempjac | 91.3651% | 41 | 93.0140% | 50 | 93.5085% | 48 | 94.9289% | 43 | 96.0918% | 40 | 96.2964% | 41 | |
dempper | 91.5681% | 18 | 93.3346% | 18 | 93.7489% | 11 | 95.1352% | 6 | 96.1975% | 6 | 96.3987% | 5 | |
dempse | 91.6806% | 13 | 93.4164% | 8 | 93.7387% | 14 | 94.9118% | 44 | 95.9622% | 53 | 96.2367% | 47 | |
dempfr | 92.0029% | 5 | 93.7438% | 4 | 94.0439% | 3 | 95.1574% | 3 | 96.0679% | 43 | 96.3118% | 39 | |
dempm | 90.6234% | 73 | 92.3678% | 73 | 92.7787% | 72 | 93.8973% | 73 | 95.4677% | 73 | 95.5496% | 73 | |
dempmc | 92.7923% | 3 | 93.8069% | 3 | 93.8717% | 7 | 94.7618% | 58 | 95.7184% | 66 | 95.8394% | 67 | |
pprod | 91.1077% | 50 | 93.0873% | 44 | 93.5887% | 41 | 94.9425% | 41 | 96.1072% | 38 | 96.3084% | 40 | |
bayes | 91.3686% | 40 | 92.7020% | 66 | 93.0959% | 68 | 94.6203% | 64 | 95.5820% | 71 | 95.7934% | 68 | |
fi | 90.9559% | 63 | 92.7361% | 65 | 93.2289% | 63 | 94.6356% | 63 | 95.9298% | 59 | 96.0458% | 61 | |
fic | 91.0275% | 59 | 92.4598% | 70 | 93.1163% | 67 | 94.5674% | 68 | 95.8463% | 62 | 95.9042% | 65 | |
dtp1 | 91.4692% | 27 | 93.2272% | 27 | 93.6279% | 29 | 95.0142% | 29 | 96.1378% | 19 | 96.3578% | 18 | |
dtp2 | 91.3822% | 38 | 93.1914% | 34 | 93.6023% | 37 | 95.0039% | 33 | 96.1293% | 27 | 96.3493% | 25 | |
dtp3 | 91.1094% | 49 | 93.0038% | 51 | 93.4863% | 49 | 94.9545% | 40 | 96.1089% | 37 | 96.2964% | 41 | |
dtp4 | 91.4538% | 31 | 93.1726% | 37 | 93.6466% | 24 | 95.0346% | 18 | 96.1361% | 23 | 96.3425% | 30 | |
dti1 | 91.3481% | 43 | 93.1743% | 36 | 93.5938% | 40 | 95.0039% | 33 | 96.1293% | 27 | 96.3476% | 27 | |
dti2 | 91.5152% | 24 | 93.2408% | 24 | 93.6705% | 23 | 95.0244% | 23 | 96.1293% | 27 | 96.3697% | 9 | |
dti3 | 90.8826% | 67 | 92.8162% | 60 | 93.3226% | 59 | 94.8794% | 50 | 96.0611% | 45 | 96.2129% | 52 | |
dti4 | 91.0599% | 55 | 92.7463% | 63 | 93.3124% | 60 | 94.7328% | 59 | 95.9486% | 56 | 96.1498% | 55 | |
dti5 | 90.7445% | 70 | 92.4377% | 71 | 93.0873% | 69 | 94.5793% | 66 | 95.9213% | 60 | 96.1481% | 56 | |
dtc | 90.7445% | 70 | 92.6184% | 68 | 93.2067% | 64 | 94.7209% | 60 | 95.9980% | 52 | 96.1873% | 53 | |
dte | 91.4112% | 34 | 93.2357% | 26 | 93.6347% | 27 | 95.0346% | 18 | 96.1532% | 14 | 96.3578% | 18 | |
dtmnk | 91.3822% | 38 | 93.1914% | 34 | 93.6023% | 37 | 95.0039% | 33 | 96.1293% | 27 | 96.3493% | 25 | |
dtch | 91.4538% | 31 | 93.1726% | 37 | 93.6466% | 24 | 95.0346% | 18 | 96.1361% | 23 | 96.3425% | 30 | |
dtcan | 65.2935% | 77 | 60.3110% | 77 | 63.3206% | 76 | 70.1275% | 76 | 82.3722% | 76 | 85.5557% | 76 | |
dtas | 91.3873% | 36 | 93.2016% | 32 | 93.6176% | 34 | 95.0346% | 18 | 96.1498% | 15 | 96.3629% | 12 | |
dtchi | 91.7096% | 12 | 93.3789% | 11 | 93.7523% | 10 | 95.0926% | 13 | 96.1685% | 11 | 96.3459% | 28 | |
dtchi2 | 91.6772% | 15 | 93.3909% | 9 | 93.7489% | 11 | 95.0824% | 14 | 96.1702% | 10 | 96.3510% | 24 | |
dtbc | 91.4692% | 27 | 93.2272% | 27 | 93.6279% | 29 | 95.0142% | 29 | 96.1378% | 19 | 96.3578% | 18 | |
dthl | 91.9636% | 6 | 93.5358% | 6 | 93.9109% | 5 | 95.1625% | 2 | 96.2112% | 4 | 96.4021% | 4 | |
dtchr | 91.3873% | 36 | 93.2016% | 32 | 93.6176% | 34 | 95.0346% | 18 | 96.1498% | 15 | 96.3629% | 12 | |
dtchr2 | 91.9534% | 7 | 93.5204% | 7 | 93.9007% | 6 | 95.1540% | 4 | 96.2197% | 3 | 96.4056% | 3 | |
dtjac | 91.4692% | 27 | 93.2272% | 27 | 93.6279% | 29 | 95.0142% | 29 | 96.1378% | 19 | 96.3578% | 18 | |
dtper | 91.4692% | 27 | 93.2272% | 27 | 93.6279% | 29 | 95.0142% | 29 | 96.1378% | 19 | 96.3578% | 18 | |
dtse | 90.9389% | 64 | 93.2902% | 20 | 93.5324% | 46 | 94.5828% | 65 | 95.6263% | 69 | 95.8838% | 66 | |
dtfr | 91.8153% | 11 | 93.7234% | 5 | 93.9433% | 4 | 95.0176% | 27 | 95.9605% | 54 | 96.2282% | 49 | |
dtm | 92.0063% | 4 | 93.3891% | 10 | 93.5648% | 44 | 94.4992% | 70 | 95.7081% | 67 | 95.6723% | 70 | |
dtmc | 93.1112% | 2 | 93.9706% | 2 | 94.1019% | 2 | 95.0227% | 24 | 95.7525% | 65 | 95.9980% | 62 | |
epw | 91.0463% | 57 | 93.1078% | 40 | 93.5955% | 39 | 95.0210% | 26 | 96.1617% | 13 | 96.3612% | 17 | |
gc | 90.9133% | 66 | 92.7378% | 64 | 93.2476% | 62 | 94.8147% | 54 | 95.9469% | 58 | 96.0969% | 60 | |
mgc | 91.0599% | 55 | 92.8247% | 58 | 93.3448% | 56 | 94.8897% | 46 | 96.0014% | 51 | 96.1310% | 59 | |
ogc | 91.4078% | 35 | 93.3533% | 16 | 93.7370% | 15 | 95.1352% | 6 | 96.2316% | 2 | 96.4226% | 2 | |
omgc | 91.5885% | 17 | 92.9782% | 52 | 93.7217% | 16 | 95.1403% | 5 | 96.1106% | 36 | 96.3834% | 8 | |
mlr | 91.9125% | 8 | 93.2920% | 19 | 93.5324% | 46 | 94.5026% | 69 | 95.6655% | 68 | 95.6297% | 71 | |
mlpcmb | 95.8872% | 1 | 96.1106% | 1 | 96.4908% | 1 | 96.7005% | 1 | 97.0041% | 1 | 97.0995% | 1 | |
joinedin | 92.4445% | 93.8871% | 93.6193% | 95.1489% | 96.5130% | 96.6630% | |||||||
oracle | 94.0218% | 95.3006% | 95.5035% | 96.5846% | 97.4184% | 97.5821% | |||||||
cdc | 0.8925 | 0.8949 | 0.9176 | 0.9248 | 0.9386 | 0.9387 |