Devil's Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification.
Hwiyeol JoJaeseo LimByoung-Tak ZhangPublished in: EMNLP (Findings) (2021)
Keyphrases
- ensemble methods
- text classification
- prediction accuracy
- ensemble learning
- base classifiers
- machine learning methods
- decision trees
- random forests
- rotation forest
- benchmark datasets
- machine learning
- feature selection
- base learners
- text categorization
- random forest
- ensemble classification
- naive bayes
- generalization ability
- classifier ensemble
- knn
- multi label
- randomized trees
- multilabel classification
- decision tree ensembles
- experimental design
- unlabeled data
- learning algorithm
- feature subset
- ensemble members
- information extraction
- data sets