A hybrid feature selection method based on instance learning and cooperative subset search.
Afef Ben BrahimMohamed LimamPublished in: Pattern Recognit. Lett. (2016)
Keyphrases
- feature selection
- unsupervised learning
- cooperative
- feature set
- high accuracy
- prior knowledge
- hybrid learning
- learning scheme
- detection method
- learning process
- learning algorithm
- clustering method
- mutual information
- support vector machine
- reinforcement learning
- similarity measure
- dynamic programming
- search engine
- feature subset
- search algorithm
- model selection
- machine learning
- search space
- search methods
- cross validation
- decision trees
- support vector machine svm
- online learning
- objective function
- multi agent systems
- preprocessing
- pairwise