Multi-task optimisation for multi-objective feature selection in classification.
Jiabin LinQi ChenBing XueMengjie ZhangPublished in: GECCO Companion (2022)
Keyphrases
- multi task
- feature selection
- multi objective
- multi task learning
- learning tasks
- classification accuracy
- multitask learning
- classification models
- gaussian processes
- support vector
- feature space
- multi class
- support vector machine
- genetic algorithm
- machine learning
- sparse learning
- evolutionary algorithm
- text classification
- multiple tasks
- feature set
- learning problems
- feature subset
- decision trees
- feature extraction
- multiple kernel learning
- high dimensionality
- machine learning algorithms
- text categorization
- dimension reduction
- dimensionality reduction
- information gain
- objective function
- reinforcement learning
- kernel learning
- image classification
- transfer learning
- feature vectors
- linear svm
- mutual information