Evolutionary Ensemble for Predicting Drifter Trajectories Based on Genetic Feature Selection.
Tae-Hoon KimSeung-Hyun MoonYong-Hyuk KimPublished in: GECCO Companion (2024)
Keyphrases
- feature selection
- genetic algorithm
- ensemble feature selection
- genetic search
- wrapper feature selection
- ensemble classifier
- feature ranking
- ensemble learning
- location prediction
- evolutionary search
- multi class
- feature subset
- mutual information
- ensemble classification
- evolutionary computation
- text categorization
- machine learning
- feature selection algorithms
- feature set
- imbalanced data
- support vector machine
- feature subset selection
- classification models
- estimation of distribution algorithms
- trajectory data
- feature extraction
- selected features
- grammatical evolution
- feature space
- random forest
- ensemble methods
- high dimensionality
- moving objects
- classification accuracy
- text classification
- dimensionality reduction
- information gain
- method for feature selection
- random forests
- training set
- genetic programming
- classifier ensemble
- irrelevant features
- evolutionary algorithm
- feature vectors
- model selection
- learning algorithm
- multi task
- training data