Табела SVML234: | Резултати на комбинирањето на трите SVM класификатори со линеарен кернел за второто, третото и четвртото множество обележја | ||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | ||
- | - | - | - | - | - | - | |||||||
FS2 | 86.6828% | 88.9950% | 89.7350% | 90.7837% | 91.7539% | 91.4299% | |||||||
FS3 | 82.0278% | 83.5198% | 84.8685% | 85.6682% | 87.3785% | 87.1841% | |||||||
FS4 | 88.2106% | 89.4451% | 90.2142% | 91.7147% | 93.4574% | 93.4369% | |||||||
vote | 89.5031% | 66 | 90.9815% | 66 | 91.3771% | 66 | 92.4530% | 67 | 93.6790% | 69 | 93.4863% | 70 | |
borda | 89.1365% | 73 | 91.2969% | 62 | 91.5663% | 64 | 92.6116% | 65 | 93.8512% | 64 | 93.6313% | 65 | |
bks | 91.4419% | 29 | 92.1768% | 36 | 92.6116% | 23 | 93.4318% | 49 | 94.0866% | 60 | 94.1053% | 53 | |
bksv | 91.5493% | 18 | 92.3047% | 24 | 92.6986% | 13 | 93.5119% | 42 | 94.2110% | 53 | 94.2656% | 45 | |
avg | 90.5023% | 52 | 91.9824% | 50 | 92.3456% | 49 | 93.3721% | 50 | 94.6356% | 16 | 94.4139% | 20 | |
prod | 90.3455% | 55 | 91.7931% | 54 | 92.1683% | 55 | 93.1726% | 54 | 94.5469% | 25 | 94.2758% | 41 | |
harm | 89.5134% | 65 | 90.8928% | 67 | 91.4947% | 65 | 92.5144% | 66 | 94.1121% | 59 | 93.8802% | 60 | |
cprod | 90.5433% | 51 | 91.5374% | 57 | 92.0523% | 58 | 93.1266% | 57 | 94.1889% | 55 | 93.9808% | 57 | |
maxmax | 89.1092% | 74 | 90.2261% | 71 | 91.1094% | 71 | 92.1836% | 69 | 93.4966% | 74 | 93.2783% | 74 | |
minmax | 88.4033% | 76 | 90.0010% | 73 | 90.7598% | 74 | 91.8630% | 74 | 93.6722% | 70 | 93.4983% | 69 | |
med | 90.2926% | 57 | 91.5288% | 58 | 91.7778% | 63 | 92.9168% | 63 | 93.9638% | 62 | 93.7421% | 62 | |
davg | 90.8007% | 48 | 92.0097% | 48 | 92.2706% | 51 | 93.4352% | 48 | 94.4566% | 40 | 94.2520% | 46 | |
demp | 91.2799% | 35 | 92.1717% | 39 | 92.5093% | 35 | 93.4863% | 44 | 94.6049% | 21 | 94.3696% | 24 | |
dempp1 | 91.4674% | 25 | 92.1751% | 37 | 92.5485% | 32 | 93.5409% | 36 | 94.7089% | 11 | 94.4975% | 16 | |
dempp2 | 91.5953% | 12 | 92.4292% | 14 | 92.6764% | 15 | 93.6466% | 16 | 94.5197% | 30 | 94.3526% | 27 | |
dempp3 | 91.2765% | 37 | 92.2586% | 29 | 92.4939% | 40 | 93.6432% | 17 | 94.4088% | 46 | 94.2485% | 47 | |
dempp4 | 90.9201% | 46 | 92.0642% | 44 | 92.4564% | 44 | 93.2885% | 53 | 94.5589% | 23 | 94.3440% | 32 | |
dempi1 | 91.5970% | 9 | 92.3575% | 20 | 92.5076% | 36 | 93.5835% | 32 | 94.7362% | 9 | 94.5623% | 8 | |
dempi2 | 91.2373% | 39 | 91.9671% | 51 | 92.4786% | 42 | 93.5392% | 37 | 94.4139% | 45 | 94.3014% | 38 | |
dempi3 | 90.1238% | 60 | 91.4163% | 61 | 91.8733% | 60 | 93.0822% | 59 | 94.1292% | 58 | 93.9655% | 59 | |
dempi4 | 90.4324% | 54 | 91.2560% | 63 | 92.0898% | 57 | 93.1436% | 56 | 94.2076% | 54 | 94.0013% | 56 | |
dempi5 | 90.3097% | 56 | 91.1435% | 65 | 91.8289% | 61 | 92.9526% | 61 | 93.9996% | 61 | 93.8495% | 61 | |
dempc | 91.0804% | 42 | 92.0284% | 46 | 92.2620% | 52 | 93.4642% | 46 | 94.5401% | 28 | 94.3355% | 35 | |
dempmnk | 91.5663% | 14 | 92.3916% | 19 | 92.6304% | 21 | 93.6228% | 23 | 94.4958% | 38 | 94.3304% | 36 | |
dempch | 90.9849% | 44 | 92.1427% | 40 | 92.4428% | 45 | 93.3175% | 51 | 94.4003% | 47 | 94.1906% | 49 | |
dempcan | 89.1587% | 72 | 89.7094% | 76 | 89.4997% | 76 | 90.2619% | 76 | 90.8502% | 76 | 91.0787% | 76 | |
dempas | 89.8953% | 63 | 91.6260% | 56 | 92.5349% | 33 | 93.4556% | 47 | 94.2946% | 50 | 94.1224% | 51 | |
dempchi | 91.4248% | 31 | 92.2314% | 32 | 92.4974% | 39 | 93.5341% | 38 | 94.6186% | 19 | 94.4839% | 18 | |
dempchi2 | 91.5629% | 15 | 92.4684% | 12 | 92.6934% | 14 | 93.7097% | 10 | 94.6851% | 13 | 94.5248% | 12 | |
dempbc | 91.4930% | 23 | 92.2092% | 34 | 92.5587% | 30 | 93.5528% | 35 | 94.6220% | 18 | 94.4344% | 19 | |
demphl | 91.3839% | 32 | 92.3388% | 23 | 92.6321% | 20 | 93.5904% | 31 | 94.7908% | 5 | 94.6169% | 7 | |
dempchr | 90.0556% | 62 | 91.7505% | 55 | 92.6696% | 16 | 93.5682% | 33 | 94.2281% | 52 | 94.1138% | 52 | |
dempchr2 | 91.4760% | 24 | 92.5707% | 8 | 92.7668% | 9 | 93.7592% | 6 | 94.8112% | 4 | 94.6356% | 6 | |
dempjac | 91.5544% | 17 | 92.2075% | 35 | 92.5690% | 28 | 93.5597% | 34 | 94.4941% | 39 | 94.3594% | 25 | |
dempper | 91.4504% | 27 | 92.1751% | 37 | 92.5059% | 37 | 93.5239% | 40 | 94.7243% | 10 | 94.5486% | 9 | |
dempse | 91.5834% | 13 | 92.7207% | 5 | 93.0140% | 5 | 93.8308% | 5 | 94.6169% | 20 | 94.5214% | 13 | |
dempfr | 91.7215% | 7 | 92.8640% | 3 | 93.1982% | 3 | 94.0559% | 3 | 94.8164% | 3 | 94.6919% | 2 | |
dempm | 91.0002% | 43 | 91.8204% | 53 | 92.1018% | 56 | 93.0601% | 60 | 93.8018% | 65 | 93.6415% | 64 | |
dempmc | 91.9415% | 4 | 92.7122% | 6 | 92.9936% | 6 | 93.6654% | 14 | 94.3594% | 48 | 94.2707% | 43 | |
pprod | 90.4341% | 53 | 91.8324% | 52 | 92.2177% | 54 | 93.1726% | 54 | 94.5504% | 24 | 94.2758% | 41 | |
bayes | 90.8911% | 47 | 92.2194% | 33 | 92.2518% | 53 | 93.3022% | 52 | 94.2434% | 51 | 94.0525% | 55 | |
fi | 90.0709% | 61 | 91.4709% | 59 | 91.7897% | 62 | 92.9202% | 62 | 93.8666% | 63 | 93.7268% | 63 | |
fic | 89.6446% | 64 | 91.2475% | 64 | 91.3498% | 68 | 92.6713% | 64 | 93.7728% | 66 | 93.5801% | 66 | |
dtp1 | 91.5186% | 19 | 92.2825% | 25 | 92.5843% | 24 | 93.5972% | 25 | 94.5060% | 34 | 94.3526% | 27 | |
dtp2 | 91.5970% | 9 | 92.4274% | 15 | 92.6679% | 17 | 93.6296% | 19 | 94.5197% | 30 | 94.3372% | 33 | |
dtp3 | 91.2799% | 35 | 92.2535% | 31 | 92.5059% | 37 | 93.6279% | 22 | 94.4191% | 44 | 94.2690% | 44 | |
dtp4 | 89.1791% | 69 | 90.7274% | 68 | 90.9934% | 72 | 91.8801% | 72 | 93.7012% | 67 | 93.5528% | 67 | |
dti1 | 91.6107% | 8 | 92.4377% | 13 | 92.6423% | 19 | 93.6432% | 17 | 94.5180% | 33 | 94.3577% | 26 | |
dti2 | 91.2390% | 38 | 91.9875% | 49 | 92.4786% | 42 | 93.5341% | 38 | 94.4293% | 42 | 94.3304% | 36 | |
dti3 | 90.1374% | 59 | 91.4419% | 60 | 91.8886% | 59 | 93.0890% | 58 | 94.1394% | 56 | 93.9757% | 58 | |
dti4 | 88.9507% | 75 | 89.9789% | 75 | 91.2458% | 69 | 92.1836% | 69 | 93.5290% | 72 | 93.3960% | 72 | |
dti5 | 89.1655% | 71 | 90.2210% | 72 | 91.1128% | 70 | 92.1717% | 71 | 93.5034% | 73 | 93.2971% | 73 | |
dtc | 89.3974% | 67 | 90.5347% | 70 | 91.3703% | 67 | 92.2638% | 68 | 93.6159% | 71 | 93.4181% | 71 | |
dte | 91.3362% | 34 | 92.2552% | 30 | 92.5161% | 34 | 93.4744% | 45 | 94.5401% | 28 | 94.2929% | 40 | |
dtmnk | 91.5970% | 9 | 92.4274% | 15 | 92.6679% | 17 | 93.6296% | 19 | 94.5197% | 30 | 94.3372% | 33 | |
dtch | 89.1791% | 69 | 90.7274% | 68 | 90.9934% | 72 | 91.8801% | 72 | 93.7012% | 67 | 93.5528% | 67 | |
dtcan | 89.2661% | 68 | 89.9806% | 74 | 89.7691% | 75 | 90.4733% | 75 | 91.2117% | 75 | 91.3600% | 75 | |
dtas | 91.1912% | 40 | 92.1035% | 42 | 92.4309% | 46 | 93.5921% | 29 | 94.5469% | 25 | 94.3901% | 21 | |
dtchi | 91.4555% | 26 | 92.3422% | 22 | 92.6235% | 22 | 93.6637% | 15 | 94.6902% | 12 | 94.4992% | 15 | |
dtchi2 | 91.5595% | 16 | 92.4786% | 11 | 92.7122% | 10 | 93.6893% | 11 | 94.6748% | 14 | 94.5333% | 11 | |
dtbc | 91.5186% | 19 | 92.2825% | 25 | 92.5843% | 24 | 93.5972% | 25 | 94.5060% | 34 | 94.3526% | 27 | |
dthl | 91.3839% | 32 | 92.4121% | 17 | 92.7054% | 12 | 93.6824% | 12 | 94.8522% | 2 | 94.6885% | 4 | |
dtchr | 91.1912% | 40 | 92.1035% | 42 | 92.4309% | 46 | 93.5921% | 29 | 94.5469% | 25 | 94.3901% | 21 | |
dtchr2 | 91.4436% | 28 | 92.5366% | 9 | 92.7702% | 8 | 93.7472% | 7 | 94.8573% | 1 | 94.6902% | 3 | |
dtjac | 91.5186% | 19 | 92.2825% | 25 | 92.5843% | 24 | 93.5972% | 25 | 94.5060% | 34 | 94.3526% | 27 | |
dtper | 91.5186% | 19 | 92.2825% | 25 | 92.5843% | 24 | 93.5972% | 25 | 94.5060% | 34 | 94.3526% | 27 | |
dtse | 91.4351% | 30 | 92.3456% | 21 | 92.7105% | 11 | 93.6142% | 24 | 94.4208% | 43 | 94.2997% | 39 | |
dtfr | 91.7505% | 6 | 92.8520% | 4 | 93.1351% | 4 | 94.0064% | 4 | 94.7891% | 7 | 94.6731% | 5 | |
dtm | 92.7872% | 1 | 93.0686% | 1 | 93.2902% | 2 | 94.2707% | 1 | 94.6254% | 17 | 94.4958% | 17 | |
dtmc | 92.1751% | 3 | 92.5997% | 7 | 92.8998% | 7 | 93.6824% | 12 | 94.1309% | 57 | 94.0934% | 54 | |
epw | 90.9764% | 45 | 92.0182% | 47 | 92.2842% | 50 | 93.5000% | 43 | 94.4310% | 41 | 94.2144% | 48 | |
gc | 90.7462% | 49 | 92.1239% | 41 | 92.3712% | 48 | 93.6296% | 19 | 94.2997% | 49 | 94.1599% | 50 | |
mgc | 90.1715% | 58 | 92.0574% | 45 | 92.4803% | 41 | 93.7199% | 9 | 94.5862% | 22 | 94.3867% | 23 | |
ogc | 90.7052% | 50 | 92.4121% | 17 | 92.5570% | 31 | 93.5204% | 41 | 94.7413% | 8 | 94.5350% | 10 | |
omgc | 91.7914% | 5 | 92.4888% | 10 | 92.5639% | 29 | 93.7455% | 8 | 94.7908% | 5 | 94.7106% | 1 | |
mlr | 92.6815% | 2 | 93.0345% | 2 | 93.3090% | 1 | 94.2520% | 2 | 94.6697% | 15 | 94.5214% | 13 | |
joinedin | 92.3644% | 93.5835% | 93.3226% | 94.7123% | 96.1907% | 96.2828% | |||||||
oracle | 95.5206% | 95.8787% | 95.8718% | 96.7568% | 97.2291% | 97.0757% | |||||||
cdc | 0.444 | 0.392 | 0.4655 | 0.5121 | 0.494 | 0.4687 |