Scalable Feature Selection for (Multitask) Gradient Boosted Trees.

Cuize Han Nikhil Rao Daria Sorokina Karthik Subbian

Published in: CoRR (2021)

Keyphrases

multi task
feature selection
multi task learning
decision stumps
learning tasks
multitask learning

multi class
gaussian processes
multiple tasks
decision trees
learning problems
maximum margin

transfer learning
information gain
text classification
binary classification problems
mutual information
data sets

multiclass support vector machines
random forests
text categorization
support vector machine
feature space
learning algorithm