NLPIR-UNED at CheckThat!-2022: Ensemble of Classifiers for Fake News Detection.
Juan R. Martinez-RicoJuan Martínez-RomoLourdes AraujoPublished in: CLEF (Working Notes) (2022)
Keyphrases
- ensemble learning
- training data
- ensemble classifier
- classifier ensemble
- multiple classifiers
- majority voting
- ensemble methods
- ensemble pruning
- training set
- randomized trees
- majority vote
- decision trees
- combining classifiers
- feature selection
- machine learning algorithms
- detection algorithm
- multiple classifier systems
- linear classifiers
- final classification
- object detection
- neural network
- news articles
- imbalanced data
- weighted voting
- base classifiers
- support vector
- mining concept drifting data streams
- weak learners
- one class support vector machines
- boosted classifiers
- anomaly detection
- learning algorithm
- multi class
- naive bayes
- detection rate
- machine learning methods
- pruning algorithm
- classification algorithm
- logistic regression
- feature ranking
- feature set
- random forests
- trained classifiers
- knn
- rule induction algorithm
- social media
- data streams
- weak classifiers