Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines.
Andrei V. KonstantinovLev V. UtkinPublished in: CoRR (2020)
Keyphrases
- gradient boosting
- machine learning
- base learners
- ensemble methods
- learning algorithm
- learning machines
- ensemble learning
- loss function
- machine learning methods
- learning tasks
- decision trees
- meta learning
- base classifiers
- machine learning algorithms
- feature selection
- learning problems
- neural network
- inductive learning
- data mining
- semi supervised learning
- supervised learning
- active learning
- training data
- regression problems
- classification algorithm
- text categorization
- random forest
- generalization ability
- information extraction
- learning scheme
- support vector
- reinforcement learning