Ensembles to Detect Fake News - An Approach Based on Specialized Classifiers.
Patrick Antunes dos SantosPaulo Márcio Souza FreireRonaldo Ribeiro GoldschmidtPublished in: WebMedia (2023)
Keyphrases
- decision trees
- ensemble learning
- classifier ensemble
- weighted voting
- ensemble classifier
- combining classifiers
- training data
- diversity measures
- detection method
- multiple classifier systems
- majority voting
- naive bayes
- feature selection
- classification algorithm
- support vector
- training set
- detection algorithm
- imbalanced data
- training samples
- news stories
- svm classifier
- news articles
- general purpose
- multiple classifiers
- test set
- feature ranking
- individual classifiers
- active learning
- social media
- classification systems
- online news
- linear classifiers
- keywords
- ensemble members
- data sets