Scalable Feature Selection for (Multitask) Gradient Boosted Trees.
Cuize HanNikhil RaoDaria SorokinaKarthik SubbianPublished 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