ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles.

Brian Liu Miaolan Xie Haoyue Yang Madeleine Udell

Published 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