Improving Depression Classification in Social Media Text with Transformer Ensembles.
Nhut-Thanh Le-HinhHoa-Vien Vo-HoangTrong-Nghia TranXuan-Nam CaoPublished in: SoICT (2023)
Keyphrases
- social media
- decision trees
- supervised machine learning
- classification accuracy
- training samples
- fuzzy logic
- classification systems
- ensemble methods
- benchmark datasets
- machine learning
- image classification
- pattern recognition
- feature extraction
- multiple classifier systems
- user comments
- ensemble classifier
- random forests
- classification models
- text classification
- pattern classification
- classification algorithm
- support vector machine svm
- feature vectors
- training set
- expert systems
- feature space
- feature selection