Click prediction boosting via Bayesian hyperparameter optimization-based ensemble learning pipelines.
Çagatay DemirelA. Aylin TokuçAhmet Tezcan TekinPublished in: Intell. Syst. Appl. (2023)
Keyphrases
- ensemble learning
- ensemble methods
- weak learners
- click prediction
- generalization ability
- gaussian processes
- base classifiers
- ensemble classifier
- random forest
- optimization algorithm
- feature selection
- bayesian networks
- base learners
- concept drift
- model selection
- learning algorithm
- pairwise
- decision trees
- optimization method
- benchmark datasets
- support vector machine svm
- hyperparameters
- web search
- natural language processing
- multi class
- machine learning