Evolutionary Hyperparameter Optimisation for Sentence Classification.
Brendan RogersNasimul NomanStephan K. ChalupPablo MoscatoPublished in: CEC (2021)
Keyphrases
- genetic algorithm
- decision trees
- model selection
- pattern recognition
- classification systems
- machine learning
- classification accuracy
- classification scheme
- automatic classification
- training set
- feature vectors
- pattern classification
- support vector machine
- classification method
- support vector machine svm
- feature selection
- natural language
- classification models
- machine learning methods
- image classification
- classification algorithm
- support vector
- generalization ability
- svm classifier
- learning algorithm
- feature extraction
- benchmark datasets
- supervised learning
- data sets
- probabilistic model
- evolutionary algorithm
- feature space
- neural network