Табела NN24: | Резултати на комбинирањето на двата NN класификатори за второто и четвртото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
- | - | - | - | - | - | - | |||||||
FS2 | 86.8840% | 89.8612% | 90.3591% | 91.9449% | 93.3244% | 93.9979% | |||||||
- | - | - | - | - | - | - | |||||||
FS4 | 88.9455% | 90.7496% | 91.5629% | 93.0720% | 94.2349% | 94.3628% | |||||||
vote | 87.9020% | 75 | 90.3557% | 75 | 90.9440% | 75 | 92.5724% | 75 | 93.7643% | 75 | 94.1104% | 75 | |
borda | 89.3309% | 73 | 91.6090% | 72 | 92.1683% | 71 | 93.6858% | 66 | 94.7857% | 63 | 95.1796% | 63 | |
bks | 90.4512% | 50 | 91.9500% | 69 | 92.7361% | 63 | 93.3823% | 70 | 94.4873% | 70 | 94.9221% | 67 | |
bksv | 90.4597% | 46 | 91.9636% | 68 | 92.7446% | 62 | 93.3823% | 70 | 94.4907% | 69 | 94.9255% | 66 | |
avg | 90.5433% | 40 | 92.8827% | 32 | 93.2357% | 30 | 94.5367% | 22 | 95.6451% | 2 | 95.8991% | 8 | |
prod | 90.5688% | 36 | 92.8554% | 40 | 93.2118% | 38 | 94.5435% | 18 | 95.6331% | 8 | 95.9230% | 3 | |
harm | 90.4955% | 43 | 92.7958% | 46 | 93.2050% | 39 | 94.5282% | 31 | 95.6075% | 10 | 95.8940% | 11 | |
cprod | 90.4802% | 44 | 92.8094% | 45 | 93.1027% | 46 | 94.4412% | 42 | 95.4899% | 42 | 95.7542% | 40 | |
maxmax | 90.1630% | 60 | 92.5690% | 54 | 92.8145% | 58 | 94.1343% | 57 | 95.1932% | 54 | 95.5138% | 54 | |
minmax | 90.4461% | 51 | 92.7020% | 50 | 93.1487% | 45 | 94.5350% | 26 | 95.6041% | 12 | 95.8753% | 15 | |
med | 90.5433% | 40 | 92.8827% | 32 | 93.2357% | 30 | 94.5367% | 22 | 95.6451% | 2 | 95.8991% | 8 | |
davg | 90.5262% | 42 | 92.8895% | 31 | 93.1811% | 43 | 94.4958% | 38 | 95.5649% | 25 | 95.8394% | 19 | |
demp | 90.8417% | 14 | 93.0208% | 8 | 93.3175% | 14 | 94.5828% | 11 | 95.5786% | 18 | 95.8667% | 16 | |
dempp1 | 90.7956% | 18 | 92.9867% | 15 | 93.2988% | 17 | 94.5572% | 14 | 95.5615% | 27 | 95.8156% | 28 | |
dempp2 | 90.7394% | 26 | 92.8947% | 28 | 93.2459% | 26 | 94.5469% | 17 | 95.5683% | 22 | 95.8241% | 21 | |
dempp3 | 90.4137% | 55 | 92.7344% | 49 | 93.0771% | 47 | 94.4685% | 40 | 95.5445% | 38 | 95.7542% | 40 | |
dempp4 | 90.4580% | 47 | 92.6764% | 52 | 92.9475% | 53 | 94.2400% | 49 | 95.2955% | 48 | 95.5786% | 47 | |
dempi1 | 90.7752% | 20 | 92.9748% | 18 | 93.3073% | 15 | 94.5879% | 10 | 95.5769% | 19 | 95.8446% | 18 | |
dempi2 | 90.8348% | 15 | 93.0191% | 9 | 93.3073% | 15 | 94.5742% | 13 | 95.5717% | 21 | 95.8258% | 20 | |
dempi3 | 89.9908% | 68 | 92.4377% | 63 | 92.7565% | 61 | 94.1582% | 55 | 95.2716% | 49 | 95.5001% | 56 | |
dempi4 | 90.2585% | 59 | 92.5383% | 58 | 92.8213% | 56 | 94.1565% | 56 | 95.2307% | 51 | 95.5172% | 52 | |
dempi5 | 90.0471% | 65 | 92.4292% | 64 | 92.7156% | 65 | 94.1121% | 61 | 95.2188% | 52 | 95.4950% | 57 | |
dempc | 90.5825% | 35 | 92.9032% | 26 | 93.2323% | 33 | 94.5384% | 21 | 95.5905% | 15 | 95.8650% | 17 | |
dempmnk | 90.6797% | 32 | 92.8520% | 41 | 93.2272% | 34 | 94.4804% | 39 | 95.5342% | 39 | 95.8002% | 35 | |
dempch | 90.4341% | 53 | 92.6832% | 51 | 92.9509% | 52 | 94.2349% | 51 | 95.2989% | 47 | 95.5769% | 48 | |
dempcan | 64.6182% | 77 | 62.3129% | 77 | 63.8986% | 77 | 71.7474% | 77 | 74.8610% | 77 | 83.3629% | 77 | |
dempas | 90.4103% | 56 | 92.3746% | 65 | 92.8145% | 58 | 93.5102% | 69 | 93.9536% | 74 | 94.9170% | 68 | |
dempchi | 90.8877% | 13 | 93.0021% | 13 | 93.2630% | 21 | 94.4992% | 37 | 95.5155% | 41 | 95.7576% | 39 | |
dempchi2 | 90.9030% | 11 | 93.0072% | 12 | 93.3670% | 8 | 94.5964% | 7 | 95.6041% | 12 | 95.8906% | 12 | |
dempbc | 90.7837% | 19 | 92.9799% | 17 | 93.2800% | 19 | 94.5521% | 16 | 95.5496% | 35 | 95.8105% | 33 | |
demphl | 91.0855% | 9 | 93.1163% | 5 | 93.3738% | 6 | 94.5896% | 9 | 95.5513% | 34 | 95.8002% | 35 | |
dempchr | 90.4699% | 45 | 92.5298% | 59 | 92.8759% | 54 | 93.6057% | 68 | 94.0917% | 73 | 94.9545% | 64 | |
dempchr2 | 91.1008% | 8 | 93.1283% | 4 | 93.3755% | 5 | 94.6237% | 4 | 95.5734% | 20 | 95.8190% | 23 | |
dempjac | 90.6763% | 33 | 92.8998% | 27 | 93.1931% | 41 | 94.4310% | 43 | 95.4745% | 43 | 95.7150% | 43 | |
dempper | 90.8076% | 17 | 92.9936% | 14 | 93.3346% | 10 | 94.5947% | 8 | 95.5871% | 17 | 95.8241% | 21 | |
dempse | 90.3881% | 58 | 92.5639% | 56 | 93.1692% | 44 | 94.2366% | 50 | 95.1182% | 61 | 95.5155% | 53 | |
dempfr | 90.5671% | 37 | 92.8401% | 42 | 93.3738% | 6 | 94.3884% | 45 | 95.1625% | 56 | 95.5615% | 50 | |
dempm | 90.1204% | 63 | 92.0199% | 67 | 91.8102% | 73 | 93.3363% | 72 | 94.5538% | 68 | 94.6339% | 74 | |
dempmc | 91.8903% | 3 | 92.8930% | 30 | 93.1948% | 40 | 94.1820% | 54 | 95.1335% | 58 | 95.3603% | 62 | |
pprod | 90.5910% | 34 | 92.8588% | 39 | 93.2425% | 29 | 94.5538% | 15 | 95.6348% | 7 | 95.9076% | 6 | |
bayes | 89.9328% | 70 | 91.9330% | 70 | 92.5349% | 69 | 93.3124% | 73 | 94.3014% | 72 | 94.9033% | 69 | |
fi | 89.4281% | 72 | 91.3310% | 73 | 92.0165% | 72 | 94.1309% | 59 | 94.5725% | 67 | 94.7277% | 71 | |
fic | 89.1996% | 74 | 90.8127% | 74 | 91.4521% | 74 | 93.1914% | 74 | 94.4634% | 71 | 94.7260% | 72 | |
dtp1 | 90.7445% | 22 | 92.9475% | 20 | 93.2579% | 22 | 94.5316% | 27 | 95.5615% | 27 | 95.8173% | 24 | |
dtp2 | 90.7342% | 27 | 92.8827% | 32 | 93.2152% | 35 | 94.5180% | 33 | 95.5496% | 35 | 95.7951% | 37 | |
dtp3 | 90.4051% | 57 | 92.7361% | 48 | 93.0601% | 48 | 94.4634% | 41 | 95.5257% | 40 | 95.7320% | 42 | |
dtp4 | 90.4546% | 48 | 92.8708% | 36 | 93.0140% | 50 | 94.3491% | 47 | 95.3893% | 44 | 95.6843% | 44 | |
dti1 | 90.7121% | 31 | 92.8708% | 36 | 93.1914% | 42 | 94.5180% | 33 | 95.5581% | 32 | 95.8036% | 34 | |
dti2 | 90.8212% | 16 | 93.0157% | 10 | 93.2851% | 18 | 94.5776% | 12 | 95.5547% | 33 | 95.8156% | 28 | |
dti3 | 90.0164% | 67 | 92.5144% | 60 | 92.8179% | 57 | 94.1923% | 53 | 95.3160% | 46 | 95.5632% | 49 | |
dti4 | 90.0505% | 64 | 92.4922% | 61 | 92.7258% | 64 | 94.0610% | 62 | 95.1523% | 57 | 95.4404% | 59 | |
dti5 | 90.1630% | 60 | 92.5690% | 54 | 92.8145% | 58 | 94.1343% | 57 | 95.1932% | 54 | 95.5138% | 54 | |
dtc | 89.9533% | 69 | 92.3439% | 66 | 92.6201% | 67 | 94.0013% | 63 | 95.0892% | 62 | 95.3944% | 61 | |
dte | 90.7547% | 21 | 92.9748% | 18 | 93.2664% | 20 | 94.5401% | 20 | 95.5649% | 25 | 95.8156% | 28 | |
dtmnk | 90.7342% | 27 | 92.8827% | 32 | 93.2152% | 35 | 94.5180% | 33 | 95.5496% | 35 | 95.7951% | 37 | |
dtch | 90.4546% | 48 | 92.8708% | 36 | 93.0140% | 50 | 94.3491% | 47 | 95.3893% | 44 | 95.6843% | 44 | |
dtcan | 65.0530% | 76 | 62.3828% | 76 | 64.5227% | 76 | 72.9189% | 76 | 76.8339% | 76 | 84.6179% | 76 | |
dtas | 90.7138% | 29 | 92.9441% | 24 | 93.2442% | 27 | 94.5367% | 22 | 95.5666% | 23 | 95.8156% | 28 | |
dtchi | 90.9695% | 10 | 93.0311% | 7 | 93.3482% | 9 | 94.6117% | 6 | 95.6058% | 11 | 95.8889% | 13 | |
dtchi2 | 90.8962% | 12 | 93.0123% | 11 | 93.3278% | 12 | 94.6186% | 5 | 95.6041% | 12 | 95.8804% | 14 | |
dtbc | 90.7445% | 22 | 92.9475% | 20 | 93.2579% | 22 | 94.5316% | 27 | 95.5615% | 27 | 95.8173% | 24 | |
dthl | 91.1452% | 6 | 93.1726% | 2 | 93.4710% | 3 | 94.6748% | 2 | 95.6416% | 5 | 95.9162% | 4 | |
dtchr | 90.7138% | 29 | 92.9441% | 24 | 93.2442% | 27 | 94.5367% | 22 | 95.5666% | 23 | 95.8156% | 28 | |
dtchr2 | 91.1247% | 7 | 93.1487% | 3 | 93.4488% | 4 | 94.6748% | 2 | 95.6365% | 6 | 95.9162% | 4 | |
dtjac | 90.7445% | 22 | 92.9475% | 20 | 93.2579% | 22 | 94.5316% | 27 | 95.5615% | 27 | 95.8173% | 24 | |
dtper | 90.7445% | 22 | 92.9475% | 20 | 93.2579% | 22 | 94.5316% | 27 | 95.5615% | 27 | 95.8173% | 24 | |
dtse | 89.6583% | 71 | 91.8000% | 71 | 92.5195% | 70 | 93.7711% | 64 | 94.6066% | 65 | 94.9408% | 65 | |
dtfr | 90.4290% | 54 | 92.6593% | 53 | 93.3278% | 12 | 94.3662% | 46 | 95.1301% | 59 | 95.5223% | 51 | |
dtm | 91.4044% | 4 | 92.8265% | 44 | 92.6355% | 66 | 93.7592% | 65 | 94.6493% | 64 | 94.7499% | 70 | |
dtmc | 92.2979% | 2 | 93.1027% | 6 | 93.5682% | 2 | 94.3935% | 44 | 95.2392% | 50 | 95.4694% | 58 | |
epw | 90.4444% | 52 | 92.8299% | 43 | 93.2135% | 37 | 94.5435% | 18 | 95.6451% | 2 | 95.9264% | 2 | |
gc | 90.0334% | 66 | 92.4701% | 62 | 92.8742% | 55 | 94.1190% | 60 | 95.1250% | 60 | 95.4063% | 60 | |
mgc | 90.1477% | 62 | 92.5639% | 56 | 93.0532% | 49 | 94.2247% | 52 | 95.2068% | 53 | 95.5854% | 46 | |
ogc | 90.5654% | 38 | 92.8947% | 28 | 93.2357% | 30 | 94.5197% | 32 | 95.5905% | 15 | 95.8991% | 8 | |
omgc | 90.5535% | 39 | 92.9833% | 16 | 93.3295% | 11 | 94.5009% | 36 | 95.6297% | 9 | 95.9076% | 6 | |
mlr | 91.1929% | 5 | 92.7395% | 47 | 92.5673% | 68 | 93.6841% | 67 | 94.5879% | 66 | 94.6868% | 73 | |
mlpcmb | 95.0261% | 1 | 95.4353% | 1 | 95.6689% | 1 | 96.2026% | 1 | 96.4004% | 1 | 96.4874% | 1 | |
joinedin | 90.6285% | 92.4530% | 93.0055% | 94.6493% | 95.7746% | 95.8838% | |||||||
oracle | 93.5477% | 95.3722% | 95.2665% | 96.2862% | 96.9819% | 97.2462% | |||||||
cdc | 0.8908 | 0.8787 | 0.9151 | 0.9188 | 0.9291 | 0.928 |