Multilinear Factorization Machines for multi-task multi-view learning
Switch branches/tags
Nothing to show
Clone or download
lucangel lucangel
lucangel and lucangel Update dataset link
Latest commit eb26832 Feb 6, 2017
Permalink
Failed to load latest commit information.
CSL-MVMT first commit Jan 20, 2017
IteMM first commit Jan 20, 2017
MALSAR first commit Jan 20, 2017
libfm first commit Jan 20, 2017
libsvm modify MFM comments Jan 23, 2017
README.md Update dataset link Feb 6, 2017
exp_all.m modify MFM comments Jan 23, 2017
exp_func.m modify MFM comments Jan 23, 2017
exp_grid.m first commit Jan 20, 2017
exp_grid_k.m first commit Jan 20, 2017
exp_linear.m first commit Jan 20, 2017
grid_search.m first commit Jan 20, 2017
reg_all.m modify MFM comments Jan 23, 2017
reg_grid.m first commit Jan 20, 2017
reg_linear.m first commit Jan 20, 2017
scoreAUC.m first commit Jan 20, 2017
slaverage_precision.m first commit Jan 20, 2017
slexpSetting.m first commit Jan 20, 2017
slexpSettingCollectiveCla.m first commit Jan 20, 2017
slexpSettingMVMT.m first commit Jan 20, 2017
slexpclassifier.m first commit Jan 20, 2017
slexpclassifierCSL.m first commit Jan 20, 2017
slexpclassifierFM.m first commit Jan 20, 2017
slexpclassifierIteMM.m first commit Jan 20, 2017
slexpclassifierLIBLINEAR.m first commit Jan 20, 2017
slexpclassifierLibFM.m first commit Jan 20, 2017
slexpclassifierMF.m first commit Jan 20, 2017
slexpclassifierMFM.m modify MFM comments Jan 23, 2017
slexpclassifierMFM_LR.m first commit Jan 20, 2017
slexpclassifierMFM_MVM.m modify MFM comments Jan 23, 2017
slexpclassifierMFM_TF.m modify MFM comments Jan 23, 2017
slexpclassifierMVM.m first commit Jan 20, 2017
slexpclassifierRMTFL.m first commit Jan 20, 2017
slexpdataset.m first commit Jan 20, 2017
slexpdatasetTrainOnly.m first commit Jan 20, 2017
slexpdatasetTrainTest.m first commit Jan 20, 2017
slexpdatasetTrainValid.m first commit Jan 20, 2017
slexpeval.m first commit Jan 20, 2017
slexpevalAMSE.m first commit Jan 20, 2017
slexpevalAUC.m first commit Jan 20, 2017
slexpevalAccuracy.m first commit Jan 20, 2017
slexpevalHammingloss.m first commit Jan 20, 2017
slexpevalMAE.m first commit Jan 20, 2017
slexpevalMacroF1.m first commit Jan 20, 2017
slexpevalMicroF1.m first commit Jan 20, 2017
slexpevalMicroF1Neg.m first commit Jan 20, 2017
slexpevalMicroprecision.m first commit Jan 20, 2017
slexpevalMicroprecisionNeg.m first commit Jan 20, 2017
slexpevalMicrorecall.m first commit Jan 20, 2017
slexpevalMicrorecallNeg.m first commit Jan 20, 2017
slexpevalNMSE.m first commit Jan 20, 2017
slexpevalRMSE.m first commit Jan 20, 2017
slexprofile.m first commit Jan 20, 2017
slmlevaluation.m first commit Jan 20, 2017

README.md

Multilinear Factorization Machines for Multi-View Multi-Task Learning

This project contains the source code for paper Multilinear Factorization Machines for Multi-View Multi-Task Learning, WSDM, 2017. The full version of this paper can also be found at https://www2.cs.uic.edu/~clu

Download and uncompress dataset from https://drive.google.com/file/d/0B8_-YLBlbb3XajlCRzd3OXRVTHM/view

Run *process.m for pre-processing each dataset.

Run exp_all.m for classification tasks.

Run reg_all.m for regression tasks.