Composite Feature Selection using Deep Ensembles.
Fergus ImrieAlexander NorcliffePietro LiòMihaela van der SchaarPublished in: CoRR (2022)
Keyphrases
- feature selection
- ensemble learning
- feature ranking
- decision trees
- mutual information
- imbalanced data
- text categorization
- machine learning
- feature subset
- information gain
- irrelevant features
- multi class
- ensemble feature selection
- ensemble classifier
- feature extraction
- random forests
- classification accuracy
- feature space
- multi task
- data sets
- microarray data
- informative features
- model selection
- text classification
- feature set
- support vector machine
- support vector
- neural network
- high dimensionality
- naive bayes
- dimensionality reduction
- supervised learning
- active learning
- learning algorithm
- unsupervised feature selection
- decision stumps