BagBERT: BERT-based bagging-stacking for multi-topic classification.
Loïc RakotosonCharles LetaillieurSylvain MassipFréjus A. A. LaleyePublished in: CoRR (2021)
Keyphrases
- decision trees
- training set
- machine learning
- ensemble learning
- pattern recognition
- feature vectors
- text classification
- support vector machine
- class labels
- classification systems
- support vector
- majority voting
- image classification
- automatic classification
- benchmark datasets
- pattern classification
- model averaging
- classification scheme
- machine learning methods
- support vector machine svm
- feature extraction
- feature selection
- classification rules
- decision rules
- classification models
- generalization error
- training samples
- supervised learning
- supervised classification
- classification accuracy
- imbalanced data
- multiple classifiers
- combining classifiers