Interpretable machine learning with an ensemble of gradient boosting machines.
Andrei V. KonstantinovLev V. UtkinPublished in: Knowl. Based Syst. (2021)
Keyphrases
- gradient boosting
- machine learning
- base learners
- learning algorithm
- ensemble learning
- learning machines
- loss function
- ensemble methods
- learning tasks
- machine learning algorithms
- decision trees
- machine learning methods
- feature selection
- random forests
- meta learning
- inductive learning
- neural network
- learning problems
- data mining
- supervised learning
- base classifiers
- training set
- random forest
- learning scheme
- classification algorithm
- regression problems
- support vector machine
- concept learning
- training data
- classification rules
- multi relational
- cross validation
- relational domains
- prediction accuracy