GitHub - Scientificresearch/PU-DEMO: Demo for Marign Based PU Learning

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
liblinear-2.11		liblinear-2.11
M2B.m		M2B.m
PUAlgorithExample.m		PUAlgorithExample.m
PU_IniModel.m		PU_IniModel.m
PU_Iter.m		PU_Iter.m
PU_sampleTe.m		PU_sampleTe.m
PuGenData.m		PuGenData.m
PuID.m		PuID.m
Readme		Readme
TopAcc.m		TopAcc.m
mnist_HOG.mat		mnist_HOG.mat

Repository files navigation

This is a demo for our paper "Margin based PU learning"

1. First run \liblinear-2.11\matlab\make.m to mex .c file to support libsvm
2. Run "PUAlgorithmExample.m"

See details in paper: 
"Margin based PU Learning", Tieliang Gong*, Guangtao Wang, Jieping Ye, Zongben Xu,Ming Lin, AAAI 2018.