ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles.
Brian LiuMiaolan XieHaoyue YangMadeleine UdellPublished in: CoRR (2022)
Keyphrases
- tree ensembles
- feature selection
- high dimension
- random forests
- sparse pca
- text categorization
- feature set
- mutual information
- classification accuracy
- support vector
- feature space
- text classification
- model selection
- high dimensional
- information gain
- feature extraction
- data sets
- dimensionality reduction
- multi class
- naive bayes
- random forest
- machine learning
- data mining
- support vector machine
- logistic regression
- knn
- conformal prediction