AMTEA-Based Multi-task Optimisation for Multi-objective Feature Selection in Classification.
Jiabin LinQi ChenBing XueMengjie ZhangPublished in: EvoApplications@EvoStar (2013)
Keyphrases
- multi task
- feature selection
- multi objective
- multi task learning
- classification accuracy
- text classification
- multi class
- multitask learning
- multiple tasks
- feature extraction
- support vector
- support vector machine
- feature set
- feature space
- learning tasks
- genetic algorithm
- gaussian processes
- machine learning
- feature ranking
- decision trees
- learning problems
- high dimensionality
- feature subset
- classification models
- dimensionality reduction
- mutual information
- multiple kernel learning
- text categorization
- naive bayes
- evolutionary algorithm
- neural network
- feature selection and classification
- information gain
- image classification
- training set
- e learning
- transfer learning
- supervised learning
- objective function
- sparse learning