Finding Influential Training Samples for Gradient Boosted Decision Trees.
Boris SharchilevYury UstinovskyPavel SerdyukovMaarten de RijkePublished in: CoRR (2018)
Keyphrases
- training samples
- boosted decision trees
- test sample
- feature space
- training set
- training data
- number of training samples
- learning algorithm
- supervised learning
- high dimensional
- training examples
- sample set
- class distribution
- decision trees
- machine learning
- linear combination
- test data
- reconstruction error
- representative samples
- pairwise
- bayesian networks
- face images
- high quality
- feature extraction