Experimental Comparison of Metaheuristics for Feature Selection in Machine Learning in the Medical Context.
Thibault AnaniFrançois DelbotJean-François Pradat-PeyrePublished in: AIAI (2) (2022)
Keyphrases
- experimental comparison
- feature selection
- machine learning
- text classification
- text categorization
- mutual information
- multi class
- contextual information
- learning algorithm
- dimensionality reduction
- medical domain
- feature extraction
- feature set
- feature selection algorithms
- model selection
- data mining
- irrelevant features
- feature generation
- classification accuracy
- knn
- data sets
- particle swarm optimization
- data analysis
- computer science
- metaheuristic
- feature engineering
- genetic algorithm
- artificial intelligence
- feature ranking
- computer vision
- medical data
- support vector
- inductive learning
- feature subset
- learning problems
- information extraction
- pattern recognition
- context aware
- feature space
- knowledge representation
- text mining