Bagged tree ensemble modelling with feature selection for isometric EMG-based force estimation.
Gelareh HajianBehnam BehinaeinAli EtemadEvelyn MorinPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- feature selection
- random forests
- regression trees
- naive bayes
- base classifiers
- ensemble learning
- regression problems
- pruning algorithm
- tree structure
- neural network
- ensemble methods
- text categorization
- feature set
- mutual information
- feature ranking
- machine learning
- ensemble feature selection
- feature extraction
- multi class
- dimensionality reduction
- random forest
- data sets
- wrapper feature selection
- ensemble classifier
- ensemble classification
- discriminative features
- decision tree classifiers
- imbalanced data
- selection criterion
- multi task
- microarray data
- high dimensionality
- text classification
- classification accuracy
- feature space
- decision trees
- selected features
- index structure
- model selection
- classifier ensemble
- low dimensional
- training set
- training data
- learning algorithm