Табела NN12_34: | Резултати на комбинирањето на двата NN класификатори за унијата од првото и второто и унијата од третото и четвртото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
FS12 | 88.1083% | 90.8434% | 91.5715% | 93.2732% | 94.5913% | 95.1574% | |||||||
FS34 | 91.5681% | 93.1538% | 93.0157% | 94.8368% | 95.9418% | 96.0884% | |||||||
- | - | - | - | - | - | - | |||||||
- | - | - | - | - | - | - | |||||||
vote | 89.8834% | 75 | 91.9108% | 75 | 92.3507% | 75 | 94.0490% | 75 | 95.2699% | 75 | 95.6127% | 75 | |
borda | 90.6899% | 74 | 92.7190% | 73 | 92.9185% | 74 | 94.6731% | 73 | 95.7832% | 72 | 96.0884% | 68 | |
bks | 92.2314% | 10 | 93.5989% | 47 | 93.4386% | 61 | 94.9494% | 69 | 95.8548% | 69 | 96.0577% | 71 | |
bksv | 92.2314% | 10 | 93.5972% | 48 | 93.4420% | 60 | 94.9579% | 68 | 95.8667% | 67 | 96.0628% | 70 | |
avg | 91.6993% | 54 | 93.6142% | 41 | 93.5972% | 49 | 95.3910% | 25 | 96.4175% | 7 | 96.6681% | 4 | |
prod | 91.7198% | 50 | 93.6159% | 39 | 93.6313% | 37 | 95.3825% | 34 | 96.4004% | 16 | 96.6579% | 11 | |
harm | 91.6976% | 56 | 93.6125% | 45 | 93.6108% | 44 | 95.3688% | 37 | 96.3885% | 29 | 96.6613% | 9 | |
cprod | 91.6431% | 59 | 93.5528% | 52 | 93.5580% | 53 | 95.3194% | 47 | 96.3595% | 42 | 96.5727% | 42 | |
maxmax | 91.4674% | 68 | 93.3670% | 66 | 93.4045% | 66 | 95.1744% | 59 | 96.3067% | 54 | 96.4362% | 57 | |
minmax | 91.6431% | 59 | 93.5563% | 51 | 93.6040% | 47 | 95.3398% | 42 | 96.3817% | 37 | 96.6664% | 6 | |
med | 91.6993% | 54 | 93.6142% | 41 | 93.5972% | 49 | 95.3910% | 25 | 96.4175% | 7 | 96.6681% | 4 | |
davg | 91.7096% | 53 | 93.6176% | 37 | 93.5750% | 52 | 95.3637% | 38 | 96.3919% | 23 | 96.6272% | 24 | |
demp | 91.9210% | 31 | 93.6875% | 19 | 93.6722% | 19 | 95.4115% | 13 | 96.3970% | 18 | 96.6323% | 23 | |
dempp1 | 91.9602% | 24 | 93.6858% | 20 | 93.6415% | 30 | 95.3927% | 24 | 96.4038% | 15 | 96.6340% | 20 | |
dempp2 | 91.8528% | 38 | 93.6722% | 29 | 93.6415% | 30 | 95.3978% | 20 | 96.3902% | 25 | 96.6460% | 17 | |
dempp3 | 91.6107% | 61 | 93.5750% | 50 | 93.6023% | 48 | 95.3432% | 40 | 96.3680% | 40 | 96.6068% | 39 | |
dempp4 | 91.7164% | 52 | 93.5170% | 53 | 93.5187% | 54 | 95.2461% | 51 | 96.3322% | 49 | 96.5096% | 50 | |
dempi1 | 91.8750% | 35 | 93.6978% | 16 | 93.6347% | 35 | 95.3842% | 32 | 96.4090% | 12 | 96.6426% | 19 | |
dempi2 | 91.9960% | 21 | 93.6995% | 15 | 93.6552% | 25 | 95.4149% | 12 | 96.3902% | 25 | 96.6238% | 32 | |
dempi3 | 91.4555% | 70 | 93.4574% | 59 | 93.4983% | 56 | 95.2068% | 53 | 96.3356% | 47 | 96.5368% | 46 | |
dempi4 | 91.6039% | 62 | 93.4318% | 61 | 93.4659% | 59 | 95.1898% | 56 | 96.3135% | 51 | 96.4652% | 54 | |
dempi5 | 91.4504% | 71 | 93.3823% | 64 | 93.4318% | 64 | 95.1796% | 58 | 96.3067% | 54 | 96.4482% | 56 | |
dempc | 91.7403% | 49 | 93.6159% | 39 | 93.6057% | 46 | 95.3586% | 39 | 96.4124% | 10 | 96.6340% | 20 | |
dempmnk | 91.8477% | 41 | 93.6654% | 31 | 93.6108% | 44 | 95.3859% | 31 | 96.3527% | 45 | 96.6085% | 38 | |
dempch | 91.7181% | 51 | 93.5170% | 53 | 93.5119% | 55 | 95.2614% | 49 | 96.3356% | 47 | 96.4993% | 52 | |
dempcan | 62.5328% | 76 | 61.1039% | 76 | 59.2896% | 77 | 68.2007% | 77 | 77.4580% | 77 | 85.1823% | 77 | |
dempas | 91.5544% | 64 | 93.4488% | 60 | 93.3192% | 70 | 94.9681% | 67 | 95.6468% | 74 | 96.2316% | 65 | |
dempchi | 92.0353% | 17 | 93.7063% | 12 | 93.6603% | 20 | 95.3961% | 23 | 96.3936% | 21 | 96.6068% | 39 | |
dempchi2 | 92.0131% | 19 | 93.7251% | 10 | 93.6773% | 18 | 95.4268% | 8 | 96.3817% | 37 | 96.6613% | 9 | |
dempbc | 91.9432% | 25 | 93.6893% | 18 | 93.6398% | 32 | 95.3893% | 28 | 96.3987% | 17 | 96.6238% | 32 | |
demphl | 92.2211% | 12 | 93.8052% | 9 | 93.7506% | 11 | 95.4200% | 9 | 96.3919% | 23 | 96.6340% | 20 | |
dempchr | 91.6465% | 58 | 93.5153% | 55 | 93.4028% | 68 | 95.0124% | 66 | 95.6945% | 73 | 96.2640% | 62 | |
dempchr2 | 92.2007% | 13 | 93.8291% | 8 | 93.7609% | 10 | 95.4456% | 4 | 96.4090% | 12 | 96.6494% | 15 | |
dempjac | 91.8818% | 34 | 93.6279% | 36 | 93.6125% | 43 | 95.3398% | 42 | 96.3646% | 41 | 96.5727% | 42 | |
dempper | 91.9790% | 23 | 93.6944% | 17 | 93.6432% | 27 | 95.3910% | 25 | 96.4141% | 9 | 96.6460% | 17 | |
dempse | 91.9381% | 26 | 93.6500% | 34 | 93.7660% | 7 | 95.1966% | 54 | 96.2248% | 59 | 96.5045% | 51 | |
dempfr | 92.3081% | 6 | 93.8990% | 5 | 93.9450% | 5 | 95.2767% | 48 | 96.3101% | 52 | 96.5300% | 49 | |
dempm | 91.3344% | 73 | 92.5622% | 74 | 93.0311% | 73 | 94.4839% | 74 | 95.8599% | 68 | 95.8974% | 74 | |
dempmc | 93.0771% | 3 | 93.9212% | 3 | 94.1292% | 3 | 95.1369% | 64 | 95.9025% | 66 | 96.1873% | 66 | |
pprod | 91.7658% | 47 | 93.6296% | 35 | 93.6330% | 36 | 95.3995% | 15 | 96.3834% | 36 | 96.6545% | 13 | |
bayes | 92.0455% | 16 | 93.3755% | 65 | 93.3516% | 69 | 94.8453% | 71 | 95.7951% | 71 | 96.0867% | 69 | |
fi | 91.8000% | 45 | 93.3158% | 69 | 93.2476% | 71 | 95.1847% | 57 | 96.1515% | 61 | 96.2555% | 63 | |
fic | 91.7607% | 48 | 93.2067% | 71 | 93.0379% | 72 | 94.8095% | 72 | 95.9366% | 65 | 96.2674% | 61 | |
dtp1 | 91.9347% | 27 | 93.6824% | 22 | 93.6569% | 21 | 95.3995% | 15 | 96.3851% | 32 | 96.6255% | 26 | |
dtp2 | 91.8528% | 38 | 93.6773% | 26 | 93.6432% | 27 | 95.3876% | 29 | 96.3953% | 19 | 96.6255% | 26 | |
dtp3 | 91.6022% | 63 | 93.5801% | 49 | 93.5869% | 51 | 95.3432% | 40 | 96.3800% | 39 | 96.5982% | 41 | |
dtp4 | 91.8375% | 42 | 93.6142% | 41 | 93.6176% | 41 | 95.3228% | 45 | 96.3595% | 42 | 96.5505% | 44 | |
dti1 | 91.7829% | 46 | 93.6671% | 30 | 93.6398% | 32 | 95.3791% | 36 | 96.3936% | 21 | 96.6272% | 24 | |
dti2 | 91.9909% | 22 | 93.7063% | 12 | 93.6517% | 26 | 95.4183% | 10 | 96.3868% | 30 | 96.6136% | 34 | |
dti3 | 91.4692% | 67 | 93.4898% | 57 | 93.4898% | 58 | 95.2239% | 52 | 96.3425% | 46 | 96.5317% | 47 | |
dti4 | 91.5169% | 66 | 93.4096% | 63 | 93.4335% | 63 | 95.1642% | 62 | 96.3084% | 53 | 96.4516% | 55 | |
dti5 | 91.4674% | 68 | 93.3670% | 66 | 93.4045% | 66 | 95.1744% | 59 | 96.3067% | 54 | 96.4362% | 57 | |
dtc | 91.4214% | 72 | 93.3533% | 68 | 93.4352% | 62 | 95.1642% | 62 | 96.2845% | 57 | 96.4192% | 60 | |
dte | 91.8971% | 33 | 93.6773% | 26 | 93.6398% | 32 | 95.3842% | 32 | 96.3868% | 30 | 96.6102% | 37 | |
dtmnk | 91.8528% | 38 | 93.6773% | 26 | 93.6432% | 27 | 95.3876% | 29 | 96.3953% | 19 | 96.6255% | 26 | |
dtch | 91.8375% | 42 | 93.6142% | 41 | 93.6176% | 41 | 95.3228% | 45 | 96.3595% | 42 | 96.5505% | 44 | |
dtcan | 62.4373% | 77 | 61.0408% | 77 | 59.7193% | 76 | 69.0226% | 76 | 78.4691% | 76 | 86.3554% | 76 | |
dtas | 91.8613% | 36 | 93.6654% | 31 | 93.6313% | 37 | 95.3978% | 20 | 96.3902% | 25 | 96.6119% | 35 | |
dtchi | 92.0336% | 18 | 93.7012% | 14 | 93.6893% | 17 | 95.4353% | 5 | 96.4107% | 11 | 96.6528% | 14 | |
dtchi2 | 91.9977% | 20 | 93.7131% | 11 | 93.6961% | 15 | 95.4336% | 7 | 96.4073% | 14 | 96.6562% | 12 | |
dtbc | 91.9347% | 27 | 93.6824% | 22 | 93.6569% | 21 | 95.3995% | 15 | 96.3851% | 32 | 96.6255% | 26 | |
dthl | 92.2723% | 8 | 93.8581% | 7 | 93.7660% | 7 | 95.4797% | 3 | 96.4260% | 6 | 96.6647% | 7 | |
dtchr | 91.8613% | 36 | 93.6654% | 31 | 93.6313% | 37 | 95.3978% | 20 | 96.3902% | 25 | 96.6119% | 35 | |
dtchr2 | 92.2689% | 9 | 93.8598% | 6 | 93.7660% | 7 | 95.4814% | 2 | 96.4277% | 4 | 96.6647% | 7 | |
dtjac | 91.9347% | 27 | 93.6824% | 22 | 93.6569% | 21 | 95.3995% | 15 | 96.3851% | 32 | 96.6255% | 26 | |
dtper | 91.9347% | 27 | 93.6824% | 22 | 93.6569% | 21 | 95.3995% | 15 | 96.3851% | 32 | 96.6255% | 26 | |
dtse | 91.5339% | 65 | 93.4727% | 58 | 93.7472% | 12 | 94.9425% | 70 | 95.8275% | 70 | 96.2350% | 64 | |
dtfr | 92.2979% | 7 | 93.9212% | 3 | 94.0081% | 4 | 95.2546% | 50 | 96.1975% | 60 | 96.5317% | 47 | |
dtm | 92.7037% | 5 | 93.2306% | 70 | 93.7728% | 6 | 95.1744% | 59 | 96.0338% | 62 | 96.0338% | 72 | |
dtmc | 93.2544% | 2 | 94.0252% | 2 | 94.3065% | 2 | 95.4029% | 14 | 95.9724% | 64 | 96.1737% | 67 | |
epw | 91.6533% | 57 | 93.6176% | 37 | 93.6210% | 40 | 95.3808% | 35 | 96.4277% | 4 | 96.6784% | 3 | |
gc | 91.8085% | 44 | 93.4147% | 62 | 93.4147% | 65 | 95.1966% | 54 | 96.2726% | 58 | 96.4311% | 59 | |
mgc | 91.9023% | 32 | 93.5000% | 56 | 93.4915% | 57 | 95.3296% | 44 | 96.3203% | 50 | 96.4721% | 53 | |
ogc | 92.0660% | 15 | 93.6023% | 46 | 93.6944% | 16 | 95.4183% | 10 | 96.4328% | 3 | 96.6494% | 15 | |
omgc | 92.1308% | 14 | 93.6841% | 21 | 93.7046% | 14 | 95.4353% | 5 | 96.5573% | 2 | 96.7022% | 2 | |
mlr | 92.7139% | 4 | 93.1624% | 72 | 93.7285% | 13 | 95.1284% | 65 | 95.9861% | 63 | 96.0100% | 73 | |
mlpcmb | 95.6775% | 1 | 96.0782% | 1 | 96.2163% | 1 | 96.6443% | 1 | 97.1115% | 1 | 97.1916% | 1 | |
joinedin | 92.4445% | 93.8871% | 93.6193% | 95.1489% | 96.5130% | 96.6630% | |||||||
oracle | 94.4122% | 95.5206% | 95.3791% | 96.7909% | 97.5548% | 97.6793% | |||||||
cdc | 0.9275 | 0.9457 | 0.9573 | 0.9542 | 0.9588 | 0.9637 |