Табела SVML24: | Резултати на комбинирањето на двата SVM класификатори со линеарен кернел за второто 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% | |||||||
- | - | - | - | - | - | - | |||||||
FS4 | 88.2106% | 89.4451% | 90.2142% | 91.7147% | 93.4574% | 93.4369% | |||||||
vote | 87.4314% | 74 | 89.2115% | 74 | 90.0573% | 74 | 91.2935% | 74 | 92.5673% | 74 | 92.3541% | 74 | |
borda | 88.6966% | 73 | 90.9371% | 63 | 91.2594% | 71 | 92.1921% | 73 | 93.6262% | 71 | 93.3585% | 73 | |
bks | 90.2432% | 49 | 90.8587% | 69 | 91.8272% | 56 | 92.6031% | 64 | 93.7558% | 68 | 93.8478% | 54 | |
bksv | 90.2432% | 49 | 90.8638% | 68 | 91.8272% | 56 | 92.6031% | 64 | 93.7575% | 66 | 93.8598% | 53 | |
avg | 90.2636% | 47 | 91.9159% | 34 | 92.2603% | 28 | 93.3397% | 32 | 94.5163% | 9 | 94.3133% | 11 | |
prod | 90.1818% | 51 | 91.8733% | 37 | 92.0540% | 50 | 93.2510% | 46 | 94.4071% | 27 | 94.2315% | 23 | |
harm | 89.8254% | 58 | 91.5357% | 56 | 91.7403% | 59 | 92.9049% | 54 | 94.2281% | 48 | 94.0490% | 48 | |
cprod | 90.1272% | 54 | 91.6431% | 53 | 91.9568% | 54 | 93.1249% | 52 | 94.2537% | 47 | 93.9740% | 49 | |
maxmax | 89.1229% | 68 | 90.9866% | 60 | 91.5493% | 61 | 92.6133% | 63 | 93.8427% | 61 | 93.5784% | 66 | |
minmax | 89.1502% | 67 | 91.0616% | 59 | 91.2867% | 70 | 92.5280% | 68 | 93.9706% | 53 | 93.7950% | 56 | |
med | 90.2636% | 47 | 91.9159% | 34 | 92.2603% | 28 | 93.3397% | 32 | 94.5163% | 9 | 94.3133% | 11 | |
davg | 90.3489% | 41 | 91.8835% | 36 | 92.1444% | 39 | 93.3329% | 37 | 94.3969% | 28 | 94.1718% | 39 | |
demp | 90.4904% | 35 | 92.0148% | 26 | 92.2808% | 26 | 93.4505% | 17 | 94.4139% | 26 | 94.1820% | 35 | |
dempp1 | 90.6711% | 26 | 92.0097% | 27 | 92.1819% | 37 | 93.3755% | 30 | 94.5043% | 12 | 94.2946% | 17 | |
dempp2 | 90.8775% | 6 | 92.3695% | 4 | 92.4445% | 12 | 93.6057% | 7 | 94.4992% | 14 | 94.3014% | 15 | |
dempp3 | 90.5092% | 31 | 92.1086% | 20 | 92.1273% | 43 | 93.4403% | 23 | 94.4174% | 24 | 94.2144% | 32 | |
dempp4 | 90.1374% | 53 | 91.8255% | 42 | 92.2552% | 30 | 93.2442% | 47 | 94.3952% | 31 | 94.1377% | 41 | |
dempi1 | 90.7172% | 20 | 92.1938% | 12 | 92.2416% | 34 | 93.4454% | 22 | 94.5623% | 4 | 94.3594% | 6 | |
dempi2 | 90.4768% | 37 | 91.8017% | 44 | 92.0813% | 47 | 93.2834% | 43 | 94.3219% | 44 | 94.1207% | 43 | |
dempi3 | 89.6361% | 63 | 90.8741% | 67 | 91.3975% | 66 | 92.7156% | 60 | 93.9501% | 57 | 93.7762% | 58 | |
dempi4 | 89.9345% | 55 | 91.2731% | 57 | 91.7710% | 58 | 92.8810% | 56 | 94.0627% | 50 | 93.8768% | 51 | |
dempi5 | 89.9004% | 56 | 91.2304% | 58 | 91.7028% | 60 | 92.9015% | 55 | 93.9638% | 54 | 93.7728% | 59 | |
dempc | 90.3472% | 42 | 91.7130% | 51 | 91.9193% | 55 | 93.2016% | 50 | 94.3236% | 42 | 94.1172% | 45 | |
dempmnk | 90.8672% | 9 | 92.3609% | 5 | 92.4496% | 11 | 93.5869% | 9 | 94.5026% | 13 | 94.3031% | 14 | |
dempch | 90.1698% | 52 | 91.8665% | 38 | 92.2450% | 32 | 93.3380% | 36 | 94.3236% | 42 | 94.0712% | 46 | |
dempcan | 86.8158% | 75 | 87.5865% | 76 | 86.2974% | 76 | 86.6334% | 76 | 85.7075% | 76 | 85.9223% | 76 | |
dempas | 89.6856% | 61 | 92.0012% | 29 | 92.4445% | 12 | 92.7992% | 58 | 93.9177% | 58 | 93.6824% | 62 | |
dempchi | 90.5961% | 29 | 91.7522% | 49 | 92.0540% | 50 | 93.2613% | 45 | 94.3082% | 45 | 94.1701% | 40 | |
dempchi2 | 90.8348% | 12 | 92.2058% | 11 | 92.4633% | 10 | 93.5716% | 10 | 94.5589% | 5 | 94.3628% | 5 | |
dempbc | 90.6746% | 25 | 92.0591% | 25 | 92.2484% | 31 | 93.4011% | 28 | 94.4463% | 21 | 94.2247% | 25 | |
demphl | 90.6285% | 28 | 91.8204% | 43 | 92.2177% | 35 | 93.3022% | 40 | 94.4719% | 17 | 94.2963% | 16 | |
dempchr | 89.7384% | 60 | 92.0932% | 24 | 92.5280% | 7 | 92.8793% | 57 | 93.8785% | 59 | 93.6398% | 63 | |
dempchr2 | 90.8024% | 13 | 92.1614% | 17 | 92.5400% | 6 | 93.5426% | 13 | 94.5845% | 3 | 94.4327% | 3 | |
dempjac | 90.7104% | 21 | 92.1035% | 21 | 92.2433% | 33 | 93.4233% | 24 | 94.3935% | 32 | 94.1974% | 33 | |
dempper | 90.6370% | 27 | 91.9722% | 31 | 92.1683% | 38 | 93.3926% | 29 | 94.5094% | 11 | 94.3116% | 13 | |
dempse | 90.3028% | 44 | 91.8017% | 44 | 92.3183% | 19 | 93.2289% | 48 | 94.0030% | 52 | 93.9160% | 50 | |
dempfr | 90.8809% | 5 | 92.2177% | 9 | 92.6474% | 3 | 93.6517% | 4 | 94.4617% | 19 | 94.3560% | 7 | |
dempm | 90.4461% | 38 | 91.7965% | 48 | 92.0864% | 46 | 93.3192% | 38 | 94.0337% | 51 | 93.8649% | 52 | |
dempmc | 90.6865% | 23 | 91.8630% | 39 | 92.3115% | 20 | 93.1538% | 51 | 93.8240% | 62 | 93.7540% | 61 | |
pprod | 90.2943% | 45 | 91.9176% | 33 | 92.1273% | 43 | 93.2885% | 41 | 94.4174% | 24 | 94.2315% | 23 | |
bayes | 89.8135% | 59 | 90.9491% | 62 | 91.4726% | 64 | 92.7020% | 61 | 93.7575% | 66 | 93.7677% | 60 | |
fi | 89.3480% | 64 | 90.9252% | 65 | 91.1588% | 72 | 92.6542% | 62 | 93.7353% | 70 | 93.6023% | 65 | |
fic | 88.8125% | 72 | 90.7189% | 70 | 90.7018% | 73 | 92.4155% | 69 | 93.6159% | 72 | 93.4403% | 71 | |
dtp1 | 90.7752% | 15 | 92.1683% | 13 | 92.2825% | 22 | 93.4488% | 18 | 94.3918% | 33 | 94.2161% | 28 | |
dtp2 | 90.8758% | 7 | 92.3848% | 2 | 92.4326% | 14 | 93.6074% | 5 | 94.4890% | 15 | 94.2946% | 17 | |
dtp3 | 90.5023% | 34 | 92.1035% | 21 | 92.1359% | 42 | 93.4574% | 16 | 94.4293% | 23 | 94.2230% | 26 | |
dtp4 | 88.9643% | 69 | 90.6490% | 72 | 91.3532% | 67 | 92.3746% | 70 | 93.7643% | 64 | 93.5648% | 68 | |
dti1 | 90.8604% | 10 | 92.3882% | 1 | 92.4036% | 17 | 93.5358% | 14 | 94.4583% | 20 | 94.2707% | 20 | |
dti2 | 90.4870% | 36 | 91.8017% | 44 | 92.0779% | 48 | 93.2834% | 43 | 94.3270% | 41 | 94.1190% | 44 | |
dti3 | 89.6668% | 62 | 90.8826% | 66 | 91.4061% | 65 | 92.7190% | 59 | 93.9518% | 56 | 93.7847% | 57 | |
dti4 | 88.8398% | 71 | 90.6865% | 71 | 91.3072% | 69 | 92.3064% | 72 | 93.7438% | 69 | 93.5256% | 70 | |
dti5 | 89.1553% | 66 | 90.9371% | 63 | 91.5084% | 63 | 92.5656% | 67 | 93.8069% | 63 | 93.5699% | 67 | |
dtc | 89.2422% | 65 | 90.9661% | 61 | 91.5425% | 62 | 92.5758% | 66 | 93.8547% | 60 | 93.6176% | 64 | |
dte | 90.5620% | 30 | 92.1001% | 23 | 92.2944% | 21 | 93.4676% | 15 | 94.3884% | 37 | 94.1820% | 35 | |
dtmnk | 90.8758% | 7 | 92.3848% | 2 | 92.4326% | 14 | 93.6074% | 5 | 94.4890% | 15 | 94.2946% | 17 | |
dtch | 88.9643% | 69 | 90.6490% | 72 | 91.3532% | 67 | 92.3746% | 70 | 93.7643% | 64 | 93.5648% | 68 | |
dtcan | 86.7885% | 76 | 87.6803% | 75 | 86.3315% | 75 | 86.7118% | 75 | 86.1389% | 75 | 86.3162% | 75 | |
dtas | 90.5075% | 32 | 91.8426% | 40 | 92.1427% | 40 | 93.3397% | 32 | 94.3969% | 28 | 94.1752% | 37 | |
dtchi | 90.7257% | 19 | 92.0046% | 28 | 92.3200% | 18 | 93.4045% | 27 | 94.4310% | 22 | 94.2673% | 21 | |
dtchi2 | 90.8434% | 11 | 92.2177% | 9 | 92.4684% | 9 | 93.5545% | 12 | 94.5333% | 8 | 94.3543% | 8 | |
dtbc | 90.7752% | 15 | 92.1683% | 13 | 92.2825% | 22 | 93.4488% | 18 | 94.3918% | 33 | 94.2161% | 28 | |
dthl | 90.7087% | 22 | 91.9654% | 32 | 92.4257% | 16 | 93.4233% | 24 | 94.5555% | 6 | 94.3526% | 9 | |
dtchr | 90.5075% | 32 | 91.8426% | 40 | 92.1427% | 40 | 93.3397% | 32 | 94.3969% | 28 | 94.1752% | 37 | |
dtchr2 | 90.7990% | 14 | 92.1359% | 19 | 92.5502% | 5 | 93.5597% | 11 | 94.6510% | 1 | 94.4515% | 2 | |
dtjac | 90.7752% | 15 | 92.1683% | 13 | 92.2825% | 22 | 93.4488% | 18 | 94.3918% | 33 | 94.2161% | 28 | |
dtper | 90.7752% | 15 | 92.1683% | 13 | 92.2825% | 22 | 93.4488% | 18 | 94.3918% | 33 | 94.2161% | 28 | |
dtse | 90.2687% | 46 | 91.6158% | 55 | 92.0881% | 45 | 93.2135% | 49 | 93.9553% | 55 | 93.8188% | 55 | |
dtfr | 90.9133% | 4 | 92.2382% | 7 | 92.5997% | 4 | 93.6586% | 3 | 94.4634% | 18 | 94.3491% | 10 | |
dtm | 91.4998% | 1 | 92.3081% | 6 | 92.7276% | 1 | 93.7830% | 1 | 94.2912% | 46 | 94.2196% | 27 | |
dtmc | 91.0616% | 3 | 91.6806% | 52 | 92.0711% | 49 | 93.0447% | 53 | 93.5136% | 73 | 93.4369% | 72 | |
epw | 90.3148% | 43 | 91.8017% | 44 | 92.0029% | 53 | 93.3090% | 39 | 94.3509% | 38 | 94.1224% | 42 | |
gc | 90.4034% | 39 | 91.7198% | 50 | 92.0216% | 52 | 93.3482% | 31 | 94.1923% | 49 | 94.0593% | 47 | |
mgc | 89.8987% | 57 | 91.6346% | 54 | 92.2160% | 36 | 93.4147% | 26 | 94.3406% | 40 | 94.1906% | 34 | |
ogc | 90.3710% | 40 | 91.9995% | 30 | 92.2740% | 27 | 93.2885% | 41 | 94.5418% | 7 | 94.3884% | 4 | |
omgc | 90.6763% | 24 | 92.1512% | 18 | 92.5212% | 8 | 93.6057% | 7 | 94.5896% | 2 | 94.4975% | 1 | |
mlr | 91.3515% | 2 | 92.2279% | 8 | 92.6798% | 2 | 93.7796% | 2 | 94.3440% | 39 | 94.2468% | 22 | |
joinedin | 91.3737% | 92.2979% | 92.7889% | 94.0252% | 95.4728% | 95.6996% | |||||||
oracle | 93.1658% | 94.3628% | 94.4821% | 95.5581% | 96.2350% | 96.1140% | |||||||
cdc | 0.8912 | 0.8945 | 0.9176 | 0.9093 | 0.9283 | 0.9298 |