A lexicographic optimisation approach to promote more recent features on longitudinal decision-tree-based classifiers: applications to the English Longitudinal Study of Ageing.
Caio Eduardo RibeiroAlex Alves FreitasPublished in: Artif. Intell. Rev. (2024)
Keyphrases
- longitudinal study
- feature set
- extracted features
- image features
- multiple classifiers
- natural language
- svm classifier
- feature extractors
- feature extraction
- classification method
- class labels
- feature vectors
- training data
- classification accuracy
- feature space
- support vector
- feature selection algorithms
- decision tree classifiers
- feature selection
- discriminative classifiers
- feature weights
- lexical features
- feature representations
- answer questions
- input features
- classification process
- weak classifiers
- multiple features
- linear classifiers
- classification models
- feature subset
- language learning
- training examples
- naive bayes
- support vector machine
- training set