A textual-based featuring approach for depression detection using machine learning classifiers and social media texts.
Raymond ChiongGregorius Satia BudhiSandeep DhakalFabian ChiongPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- machine learning
- social media
- machine learning algorithms
- natural language
- decision trees
- machine learning methods
- machine learning approaches
- supervised classification
- keywords
- training data
- feature selection
- detection algorithm
- user generated
- false positives
- detection method
- object detection
- information extraction
- multimedia
- training samples
- natural language processing
- support vector machine classifier
- test set
- training set
- textual features
- linear classifiers
- discriminative classifiers
- human generated
- adaboost classifier
- textual data
- supervised learning
- social networks
- classifier combination
- learning tasks
- web pages