Evolutionary Machine Learning With Minions: A Case Study in Feature Selection.
Nick ZhangAbhishek GuptaZefeng ChenYew-Soon OngPublished in: IEEE Trans. Evol. Comput. (2022)
Keyphrases
- feature selection
- machine learning
- model selection
- text classification
- support vector machine
- text categorization
- case study
- genetic algorithm
- mutual information
- unsupervised learning
- feature space
- feature engineering
- multi class
- machine learning methods
- natural language processing
- information extraction
- feature selection algorithms
- learning problems
- explanation based learning
- supervised learning
- support vector
- information gain
- inductive learning
- learning tasks
- learning algorithm
- selected features
- evolutionary computing
- machine learning algorithms
- semi supervised learning
- artificial intelligence
- computer vision
- decision trees
- pattern recognition
- computer science
- data analysis
- reinforcement learning
- knowledge acquisition
- dimensionality reduction
- computational intelligence
- classification models
- unsupervised feature selection
- evolutionary optimization
- natural language
- feature subset selection
- discriminative features
- feature extraction
- computational biology
- text mining
- active learning
- test bed
- microarray data
- high dimensionality
- classification accuracy
- knn
- statistical methods
- training data
- transfer learning
- learning systems