Matlab code for the novel algorithms presented in the paper Convex formulation for radius-margin based Support Vector Machines
Latest 5 files |
|||
---|---|---|---|
Nombre | Tamaño | Fecha | Download count |
radius_by_LP.m | 0.7 KB | 2014-09-09 00:05 | 7 |
RSVMPlusl1_ls.m | 10.3 KB | 2012-10-02 17:59 | 7 |
RSVMPlusL1Update_ls.m | 6.2 KB | 2012-10-02 17:59 | 8 |
gradRSVMPlusl1_ls.m | 0.5 KB | 2012-10-02 17:58 | 4 |
gradRSVMPlusl1.m | 0.3 KB | 2012-10-02 17:58 | 3 |
Todos los Ficheros |
|||
radius_by_LP.m | 0.7 KB | 2014-09-09 00:05 | 7 |
ConvexRadiusMarginSVM | |||
RSVMPlusl1 | |||
RSVMPlusl1_ls.m | 10.3 KB | 2012-10-02 17:59 | 7 |
RSVMPlusL1Update_ls.m | 6.2 KB | 2012-10-02 17:59 | 8 |
gradRSVMPlusl1_ls.m | 0.5 KB | 2012-10-02 17:58 | 4 |
gradRSVMPlusl1.m | 0.3 KB | 2012-10-02 17:58 | 3 |
RSVMPlusL1Update.m | 6.2 KB | 2012-06-04 23:52 | 2 |
RSVMPlusl1.m | 10.1 KB | 2012-06-04 23:51 | 0 |
RSVMPlus_QCQP.m | 1.2 KB | 2012-06-04 23:51 | 0 |
launch.m | 4.6 KB | 2012-06-06 23:09 | 1 |
Readme.txt | 1.8 KB | 2012-06-05 00:13 | 3 |
data | |||
randomSeed.mat | 2.7 KB | 2012-06-05 00:02 | 0 |
benchmarks.mat | 285.8 KB | 2012-06-04 23:50 | 3 |
statisticalTest.m | 1.0 KB | 2012-06-04 23:58 | 1 |
runAllSplits.m | 0.3 KB | 2012-06-04 23:58 | 3 |
load_split_results.m | 1.0 KB | 2012-06-04 23:58 | 1 |
innerCV_SVMl1.m | 3.7 KB | 2012-06-04 23:58 | 1 |
innerCV_RSVMPlusl1.m | 5.5 KB | 2012-06-04 23:58 | 2 |
innerCV_RSVMPlusl1_withoutMu.m | 5.7 KB | 2012-06-04 23:58 | 2 |
innerCV_RMM.m | 4.0 KB | 2012-06-04 23:58 | 1 |
CV_SVMRFE_CVNumFeat.m | 8.3 KB | 2012-06-04 23:58 | 8 |
Utils | |||
monqpCinfty2.m | 6.7 KB | 2012-06-04 23:57 | 2 |
monqp2.m | 11.1 KB | 2012-06-04 23:57 | 28 |
kernelmatrix.m | 1.3 KB | 2012-06-04 23:55 | 10 |
SVM_L2soft.m | 1.6 KB | 2012-06-04 23:55 | 4 |
SVM.m | 3.3 KB | 2012-06-04 23:55 | 8 |
sqwdist.m | 0.4 KB | 2012-06-04 23:55 | 1 |
sqdist.m | 0.4 KB | 2012-06-04 23:55 | 2 |
normalizemeanstd.m | 0.8 KB | 2012-06-04 23:55 | 10 |
combinedKernels.m | 0.3 KB | 2012-06-04 23:55 | 1 |
normalizeKernel.m | 0.1 KB | 2012-06-04 23:55 | 1 |
mcnemar.m | 3.4 KB | 2012-06-04 23:54 | 5 |
createKernel.m | 0.5 KB | 2012-06-04 23:54 | 1 |
componentRadiusSquared.m | 2.7 KB | 2012-06-04 23:54 | 1 |
combinedRadiusSquared.m | 0.2 KB | 2012-06-04 23:54 | 0 |
componentDistances.m | 0.6 KB | 2012-06-04 23:54 | 1 |
combinedComponentKernels.m | 1.0 KB | 2012-06-04 23:54 | 0 |
SVMRFE | |||
SVMRFE.m | 0.9 KB | 2012-06-04 23:53 | 97 |
RSVMPlusl1WithoutMu | |||
RSVMPlusl1_withoutMu_update.m | 6.7 KB | 2012-06-04 23:52 | 2 |
RSVMPlusl1_withoutMu.m | 13.2 KB | 2012-06-04 23:52 | 2 |
gradRSVMPlusl1_withoutMu.m | 1.2 KB | 2012-06-04 23:52 | 1 |
RMM | |||
rmm_light.m | 10.3 KB | 2012-06-02 00:42 | 2 |
Readme.txt | 1.8 KB | 2012-06-05 00:14 | 5 |
All_ConvexRadiusMarginSVM.tar.gz | 320.9 KB | 2012-06-05 00:14 | 9 |