Multi-objective Optimisation-Based Feature Selection for Multi-label Classification.
Mohammed Arif KhanAsif EkbalEneldo Loza MencíaJohannes FürnkranzPublished in: NLDB (2017)
Keyphrases
- multi label classification
- multi objective optimisation
- feature selection
- text categorization
- multi label
- multi objective
- text classification
- multi class
- binary classification
- semi supervised learning
- multi objective optimization
- image annotation
- nsga ii
- semi supervised
- binary classifiers
- feature space
- support vector
- multiple objectives
- classification algorithm
- machine learning
- knn
- image classification
- support vector machine
- graph cuts
- learning tasks
- high dimensionality
- objective function
- optimization algorithm
- feature extraction
- evolutionary algorithm
- feature subset
- feature set
- classification accuracy
- cost sensitive
- meta level
- class imbalance
- test problems
- labeled data
- k nearest neighbor
- class labels
- naive bayes