Ontology highlight
ABSTRACT:
SUBMITTER: Awan HH
PROVIDER: S-EPMC8444075 | biostudies-literature | 2021
REPOSITORIES: biostudies-literature
Awan Hamid Hussain HH Shahzad Waseem W
PeerJ. Computer science 20210910
Labeled data is the main ingredient for classification tasks. Labeled data is not always available and free. Semi-supervised learning solves the problem of labeling the unlabeled instances through heuristics. Self-training is one of the most widely-used comprehensible approaches for labeling data. Traditional self-training approaches tend to show low classification accuracy when the majority of the data is unlabeled. A novel approach named Self-Training using Associative Classification using Ant ...[more]