ControlBurn: Feature Selection by Sparse Forests.
Brian LiuMiaolan XieMadeleine UdellPublished in: KDD (2021)
Keyphrases
- feature selection
- sparse pca
- web image annotation
- high dimension
- mutual information
- machine learning
- text categorization
- high dimensional
- feature selection algorithms
- feature space
- feature set
- high dimensionality
- compressed sensing
- multi class
- support vector machine
- text classification
- unsupervised learning
- irrelevant features
- data sets
- classification accuracy
- compressive sensing
- selected features
- random forests
- data mining
- sparse data
- random projections
- random forest
- classification models
- model selection
- multi task
- sparse coding
- dimension reduction
- microarray data
- support vector
- sparse representation
- conditional mutual information
- feature extraction