Click prediction boosting via Bayesian hyperparameter optimization based ensemble learning pipelines.
Çagatay DemirelA. Aylin TokuçAhmet Tezcan TekinPublished in: CoRR (2022)
Keyphrases
- ensemble learning
- ensemble methods
- click prediction
- generalization ability
- weak learners
- gaussian processes
- base learners
- base classifiers
- random forest
- optimization algorithm
- ensemble classifier
- concept drift
- decision stumps
- optimization method
- model selection
- machine learning methods
- prediction accuracy
- user experience
- genetic algorithm ga
- naive bayes
- bayesian networks
- negative correlation learning