Табела SVMG24: | Резултати на комбинирањето на двата SVM класификатори со гаусов кернел за второто и четвртото множество обележја | ||||||||||||||
1000 | R | 2000 | R | 5000 | R | 10000 | R | 30000 | R | сите | R | без.опт | R | ||
- | - | - | - | - | - | - | - | ||||||||
FS2 | 87.3853% | 89.9857% | 91.5476% | 93.1931% | 94.8829% | 95.3398% | 95.0534% | ||||||||
- | - | - | - | - | - | - | - | ||||||||
FS4 | 89.9226% | 91.5203% | 92.4240% | 94.1002% | 95.7133% | 96.1003% | 96.0765% | ||||||||
vote | 88.6966% | 75 | 90.8860% | 77 | 92.0097% | 76 | 93.5545% | 76 | 95.2648% | 75 | 95.8002% | 74 | 95.5769% | 74 | |
borda | 89.9737% | 63 | 91.9057% | 68 | 92.8435% | 72 | 94.4668% | 65 | 95.8224% | 71 | 96.3851% | 45 | 96.2606% | 43 | |
bks | 90.7786% | 32 | 92.1614% | 53 | 93.4642% | 34 | 94.5163% | 62 | 95.8292% | 67 | 96.1958% | 65 | 96.1259% | 61 | |
bksv | 90.7854% | 30 | 92.1614% | 53 | 93.4642% | 34 | 94.5265% | 61 | 95.8343% | 66 | 96.1924% | 66 | 96.1259% | 61 | |
avg | 90.7513% | 36 | 92.7156% | 21 | 93.5631% | 12 | 94.8999% | 10 | 96.2913% | 20 | 96.5420% | 24 | 96.3135% | 36 | |
prod | 90.2500% | 48 | 92.0847% | 58 | 93.4454% | 40 | 94.7976% | 37 | 96.3442% | 10 | 96.6511% | 7 | 96.6818% | 2 | |
harm | 90.1903% | 55 | 91.9091% | 67 | 93.3261% | 54 | 94.7550% | 48 | 96.3510% | 8 | 96.6016% | 12 | 96.6136% | 8 | |
cprod | 89.3173% | 69 | 92.1256% | 57 | 93.3704% | 52 | 94.5913% | 59 | 96.2180% | 34 | 96.4993% | 32 | 96.4192% | 29 | |
maxmax | 89.1911% | 72 | 91.8306% | 70 | 93.0464% | 70 | 94.1820% | 71 | 95.9059% | 64 | 96.1685% | 69 | 96.0782% | 64 | |
minmax | 89.9874% | 62 | 91.5578% | 76 | 93.0805% | 69 | 94.5981% | 57 | 96.2299% | 32 | 96.4686% | 37 | 96.5334% | 23 | |
med | 90.7513% | 36 | 92.7156% | 21 | 93.5631% | 12 | 94.8999% | 10 | 96.2913% | 20 | 96.5420% | 24 | 96.3135% | 36 | |
davg | 90.7803% | 31 | 92.6713% | 24 | 93.5085% | 23 | 94.8948% | 13 | 96.2777% | 26 | 96.5283% | 29 | 96.2777% | 41 | |
demp | 91.0122% | 24 | 92.5673% | 33 | 93.4352% | 45 | 94.7004% | 51 | 96.1378% | 45 | 96.4618% | 39 | 96.0850% | 63 | |
dempp1 | 90.2483% | 49 | 92.5400% | 37 | 93.4744% | 33 | 94.8624% | 21 | 96.2913% | 20 | 96.5334% | 27 | 96.5403% | 22 | |
dempp2 | 90.2125% | 52 | 92.4718% | 42 | 93.5051% | 26 | 94.8556% | 24 | 96.3237% | 15 | 96.5727% | 20 | 96.5539% | 19 | |
dempp3 | 89.1655% | 73 | 92.0080% | 64 | 93.3636% | 53 | 94.7976% | 37 | 96.3305% | 13 | 96.6596% | 5 | 96.5761% | 15 | |
dempp4 | 90.1494% | 56 | 92.4905% | 41 | 93.6330% | 8 | 94.8317% | 32 | 96.3561% | 7 | 96.6068% | 11 | 96.6187% | 6 | |
dempi1 | 90.2670% | 47 | 92.5502% | 35 | 93.4966% | 27 | 94.8965% | 12 | 96.3442% | 10 | 96.5880% | 17 | 96.6033% | 10 | |
dempi2 | 90.0965% | 59 | 92.5280% | 38 | 93.4591% | 36 | 94.7089% | 50 | 96.2129% | 35 | 96.4686% | 37 | 96.3902% | 30 | |
dempi3 | 86.6282% | 76 | 91.5595% | 75 | 93.1283% | 66 | 94.5009% | 63 | 96.2453% | 31 | 96.5897% | 15 | 96.5096% | 26 | |
dempi4 | 89.3565% | 67 | 92.1768% | 52 | 93.2698% | 55 | 94.4839% | 64 | 96.0713% | 57 | 96.3339% | 55 | 96.3118% | 38 | |
dempi5 | 88.9114% | 74 | 91.9619% | 65 | 93.1692% | 62 | 94.4122% | 68 | 96.0696% | 58 | 96.3646% | 48 | 96.2845% | 39 | |
dempc | 89.3326% | 68 | 92.1290% | 56 | 93.4318% | 46 | 94.8044% | 35 | 96.3476% | 9 | 96.6903% | 3 | 96.6562% | 4 | |
dempmnk | 90.2483% | 49 | 92.4326% | 45 | 93.4846% | 31 | 94.8317% | 32 | 96.3186% | 17 | 96.5556% | 22 | 96.5334% | 23 | |
dempch | 90.0607% | 61 | 92.4547% | 43 | 93.5256% | 15 | 94.7823% | 40 | 96.3425% | 12 | 96.5846% | 18 | 96.5641% | 18 | |
dempcan | 90.6729% | 38 | 91.6806% | 71 | 92.1427% | 75 | 93.5614% | 75 | 93.4522% | 76 | 92.6474% | 77 | 92.7855% | 77 | |
dempas | 91.1196% | 20 | 92.4019% | 46 | 93.1317% | 65 | 94.8249% | 34 | 96.2760% | 27 | 96.6545% | 6 | 96.6306% | 5 | |
dempchi | 90.5228% | 41 | 92.6082% | 28 | 93.5528% | 14 | 94.8794% | 14 | 96.3135% | 18 | 96.5710% | 21 | 96.5710% | 17 | |
dempchi2 | 90.4529% | 43 | 92.6576% | 25 | 93.6432% | 6 | 94.9153% | 9 | 96.3612% | 4 | 96.5931% | 14 | 96.6085% | 9 | |
dempbc | 90.2210% | 51 | 92.5502% | 35 | 93.4966% | 27 | 94.8658% | 20 | 96.2930% | 19 | 96.5403% | 26 | 96.5283% | 25 | |
demphl | 90.7752% | 33 | 92.7548% | 15 | 93.6432% | 6 | 94.9442% | 7 | 96.3271% | 14 | 96.5897% | 15 | 96.5897% | 12 | |
dempchr | 91.1725% | 17 | 92.6133% | 27 | 93.2169% | 59 | 94.8573% | 22 | 96.2828% | 24 | 96.6801% | 4 | 96.5846% | 14 | |
dempchr2 | 90.7564% | 35 | 92.7480% | 16 | 93.6807% | 5 | 94.9511% | 6 | 96.3629% | 3 | 96.6016% | 12 | 96.5948% | 11 | |
dempjac | 90.2005% | 54 | 92.4922% | 40 | 93.4812% | 32 | 94.7908% | 39 | 96.2845% | 23 | 96.5096% | 31 | 96.4891% | 27 | |
dempper | 90.2091% | 53 | 92.5843% | 30 | 93.4949% | 29 | 94.8777% | 15 | 96.2828% | 24 | 96.5300% | 28 | 96.5522% | 20 | |
dempse | 79.3456% | 77 | 92.8947% | 10 | 93.5068% | 25 | 94.7567% | 46 | 96.1123% | 52 | 96.3271% | 56 | 96.2402% | 44 | |
dempfr | 91.1213% | 19 | 92.9782% | 7 | 93.5648% | 11 | 94.7686% | 44 | 96.0918% | 54 | 96.3220% | 57 | 96.1685% | 54 | |
dempm | 90.5927% | 40 | 92.2416% | 49 | 93.5085% | 23 | 94.6527% | 54 | 96.0799% | 55 | 96.3101% | 59 | 96.4311% | 28 | |
dempmc | 91.4333% | 4 | 93.0430% | 5 | 93.4522% | 38 | 94.6373% | 55 | 95.9196% | 61 | 95.9810% | 71 | 95.9298% | 69 | |
pprod | 90.4154% | 44 | 92.2774% | 48 | 93.5136% | 20 | 94.8726% | 17 | 96.3578% | 6 | 96.6323% | 10 | 96.6579% | 3 | |
bayes | 90.6592% | 39 | 91.9602% | 66 | 93.2272% | 57 | 94.6731% | 53 | 95.8036% | 73 | 96.2896% | 60 | 96.0748% | 65 | |
fi | 90.1289% | 58 | 92.2944% | 47 | 93.1197% | 67 | 94.5418% | 60 | 96.0304% | 60 | 96.3732% | 47 | 96.2726% | 42 | |
fic | 89.8970% | 66 | 92.1853% | 51 | 93.0174% | 71 | 94.3901% | 69 | 96.0492% | 59 | 96.2811% | 61 | 96.1771% | 53 | |
dtp1 | 91.2509% | 10 | 92.7463% | 17 | 93.4386% | 41 | 94.8436% | 27 | 96.1242% | 47 | 96.3442% | 50 | 96.1327% | 57 | |
dtp2 | 91.2168% | 14 | 92.8265% | 11 | 93.5221% | 17 | 94.8726% | 17 | 96.2095% | 36 | 96.4993% | 32 | 96.2333% | 45 | |
dtp3 | 90.8894% | 29 | 92.7889% | 14 | 93.4880% | 30 | 94.9425% | 8 | 96.2299% | 32 | 96.5488% | 23 | 96.3476% | 33 | |
dtp4 | 90.3045% | 45 | 91.6277% | 72 | 92.7906% | 73 | 94.0081% | 73 | 95.8241% | 69 | 96.1873% | 67 | 95.6502% | 72 | |
dti1 | 91.1980% | 16 | 92.9714% | 8 | 93.5256% | 15 | 94.8743% | 16 | 96.2606% | 28 | 96.5812% | 19 | 96.3271% | 35 | |
dti2 | 90.9474% | 27 | 92.2365% | 50 | 93.1709% | 61 | 94.7447% | 49 | 95.8224% | 71 | 95.8224% | 73 | 95.8360% | 70 | |
dti3 | 90.1426% | 57 | 92.1376% | 55 | 93.2169% | 59 | 94.7737% | 42 | 96.1856% | 44 | 96.4175% | 44 | 96.2828% | 40 | |
dti4 | 89.3087% | 70 | 91.8852% | 69 | 93.0993% | 68 | 94.1548% | 72 | 95.8292% | 67 | 96.0526% | 70 | 95.9861% | 66 | |
dti5 | 89.9175% | 65 | 92.0642% | 61 | 93.1419% | 63 | 94.4668% | 65 | 95.9162% | 62 | 96.2333% | 63 | 95.9741% | 68 | |
dtc | 89.9243% | 64 | 92.0608% | 63 | 93.1334% | 64 | 94.4668% | 65 | 95.9162% | 62 | 96.2333% | 63 | 95.9776% | 67 | |
dte | 91.0054% | 25 | 92.6730% | 23 | 93.5187% | 19 | 94.7703% | 43 | 96.2009% | 39 | 96.5113% | 30 | 96.2095% | 48 | |
dtmnk | 91.2168% | 14 | 92.8265% | 11 | 93.5221% | 17 | 94.8726% | 17 | 96.2095% | 36 | 96.4993% | 32 | 96.2333% | 45 | |
dtch | 90.3045% | 45 | 91.6277% | 72 | 92.7906% | 73 | 94.0081% | 73 | 95.8241% | 69 | 96.1873% | 67 | 95.6502% | 72 | |
dtcan | 90.7649% | 34 | 91.5629% | 74 | 91.8596% | 77 | 93.3295% | 77 | 93.3533% | 77 | 92.7258% | 76 | 92.9066% | 76 | |
dtas | 91.0207% | 22 | 92.5826% | 31 | 93.5119% | 21 | 94.8522% | 25 | 96.1907% | 41 | 96.4448% | 41 | 96.1890% | 50 | |
dtchi | 91.3259% | 7 | 92.5553% | 34 | 93.4574% | 37 | 94.8385% | 31 | 96.1873% | 43 | 96.3476% | 49 | 96.1890% | 50 | |
dtchi2 | 91.3413% | 6 | 92.6031% | 29 | 93.4488% | 39 | 94.8573% | 22 | 96.1941% | 40 | 96.3851% | 45 | 96.2214% | 47 | |
dtbc | 91.2509% | 10 | 92.7463% | 17 | 93.4386% | 41 | 94.8436% | 27 | 96.1242% | 47 | 96.3442% | 50 | 96.1327% | 57 | |
dthl | 91.3140% | 9 | 92.4462% | 44 | 93.4096% | 49 | 94.7618% | 45 | 96.1225% | 51 | 96.2606% | 62 | 96.1413% | 56 | |
dtchr | 91.0207% | 22 | 92.5826% | 31 | 93.5119% | 21 | 94.8522% | 25 | 96.1907% | 41 | 96.4448% | 41 | 96.1890% | 50 | |
dtchr2 | 91.3157% | 8 | 92.5008% | 39 | 93.4215% | 47 | 94.7567% | 46 | 96.1293% | 46 | 96.3118% | 58 | 96.1498% | 55 | |
dtjac | 91.2509% | 10 | 92.7463% | 17 | 93.4386% | 41 | 94.8436% | 27 | 96.1242% | 47 | 96.3442% | 50 | 96.1327% | 57 | |
dtper | 91.2509% | 10 | 92.7463% | 17 | 93.4386% | 41 | 94.8436% | 27 | 96.1242% | 47 | 96.3442% | 50 | 96.1327% | 57 | |
dtse | 90.9440% | 28 | 92.6252% | 26 | 93.3738% | 51 | 94.6339% | 56 | 95.8667% | 65 | 95.9094% | 72 | 95.7798% | 71 | |
dtfr | 91.1247% | 18 | 93.0106% | 6 | 93.5699% | 10 | 94.7993% | 36 | 96.0799% | 55 | 96.3356% | 54 | 96.2078% | 49 | |
dtm | 91.5527% | 3 | 93.1555% | 2 | 93.7728% | 3 | 95.0755% | 2 | 96.2606% | 28 | 96.4397% | 43 | 96.5761% | 15 | |
dtmc | 91.9909% | 2 | 93.1555% | 2 | 93.2579% | 56 | 94.3884% | 70 | 95.5769% | 74 | 95.6672% | 75 | 95.4626% | 75 | |
epw | 89.2763% | 71 | 92.0660% | 60 | 93.4215% | 47 | 94.6953% | 52 | 96.3220% | 16 | 96.6443% | 9 | 96.5471% | 21 | |
gc | 90.0829% | 60 | 92.0642% | 61 | 93.2186% | 58 | 94.5930% | 58 | 96.2043% | 38 | 96.4703% | 36 | 96.3425% | 34 | |
mgc | 90.4836% | 42 | 92.0711% | 59 | 93.3909% | 50 | 94.7754% | 41 | 96.0935% | 53 | 96.4755% | 35 | 96.3663% | 32 | |
ogc | 90.9695% | 26 | 92.8162% | 13 | 93.6108% | 9 | 95.0636% | 3 | 96.4277% | 2 | 96.7346% | 2 | 96.6153% | 7 | |
omgc | 91.0412% | 21 | 92.9577% | 9 | 93.8240% | 2 | 95.0107% | 5 | 96.3595% | 5 | 96.6511% | 7 | 96.3783% | 31 | |
mlr | 91.4180% | 5 | 93.0447% | 4 | 93.7592% | 4 | 95.0414% | 4 | 96.2589% | 30 | 96.4567% | 40 | 96.5863% | 13 | |
svmcmb | 96.5045% | 1 | 96.7022% | 1 | 96.7517% | 1 | 97.0126% | 1 | 97.4389% | 1 | 97.5463% | 1 | 97.3877% | 1 | |
joinedin | 91.2100% | 92.7310% | 93.6893% | 95.2324% | 96.6511% | 96.9103% | 96.7722% | ||||||||
oracle | 93.4642% | 94.9050% | 95.4762% | 96.5027% | 97.4866% | 97.8055% | 97.6588% | ||||||||
cdc | 0.9244 | 0.9273 | 0.9418 | 0.9511 | 0.9613 | 0.9599 | 0.963 |