A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF).
Ángel Delgado-PanaderoJosé Alberto Benítez-AndradesMaría Teresa García-OrdásPublished in: CoRR (2024)
Keyphrases
- gradient boosting
- decision trees
- base learners
- ensemble methods
- random forest
- random forests
- loss function
- ensemble learning
- logistic regression
- structured knowledge
- base classifiers
- machine learning
- classification models
- naive bayes
- training set
- training data
- database systems
- prediction accuracy
- relational databases