Uncertainty-Aware Test-Time Augmented Ensemble of BERTs for Classification of Common Mental Illnesses on Social Media Posts.
Pratinav SethMihir AgarwalPublished in: Tiny Papers @ ICLR (2023)
Keyphrases
- social media
- classification accuracy
- decision trees
- user generated content
- majority voting
- feature selection
- text classification
- pattern recognition
- support vector machine
- classification method
- concept drifting data streams
- neural network
- machine learning algorithms
- support vector
- machine learning
- social networks
- classification algorithm
- training set
- ensemble classification
- final classification
- random forests
- feature space
- ensemble methods
- classification models
- social networking
- knn
- regression problems
- ensemble classifier
- classifier ensemble
- benchmark datasets
- multiple classifiers
- decision tree classifiers
- machine learning methods
- social media data
- reputation management
- cross validation