Candidate Label-aware Similarity Graph for Partial Label Data

In partial label learning, the label of instance is.represented by a label set, among which only one is the true label..The existing partial label learning algorithm only use features of.instances to measure the similarity, and lacks of utilization of.information hidden in the label set. In this paper, we proposes a.candidate label-aware similarity graph constructing method for.partial label data which effectively combines candidate label.information using Jaccard distance and linear reconstruct