Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting.
Aysin TumayMustafa E. AydinSuleyman S. KozatPublished in: CoRR (2023)
Keyphrases
- feature selection
- ensemble learning
- feature ranking
- mutual information
- hierarchical classification
- text categorization
- machine learning
- ensemble classification
- support vector
- ensemble classifier
- feature set
- knn
- ensemble methods
- hierarchical structure
- training data
- ensemble feature selection
- wrapper feature selection
- selected features
- neural network
- imbalanced data
- information gain
- learning algorithm
- model selection
- text classification
- feature extraction
- multi class
- feature space
- high dimensionality
- random forest
- random forests
- microarray data
- feature weighting
- support vector machine
- classification accuracy
- unsupervised feature selection
- dimensionality reduction
- data sets
- feature selection algorithms
- classification models
- feature subset