Gradient and Newton boosting for classification and regression.
Fabio SigristPublished in: Expert Syst. Appl. (2021)
Keyphrases
- feature selection
- model selection
- support vector
- pattern recognition
- classification method
- regression problems
- text classification
- support vector machine
- classification accuracy
- machine learning
- classification systems
- decision trees
- gradient boosting
- linear regression
- classification algorithm
- support vector machine svm
- feature space
- image classification
- numeric values
- kernel ridge regression
- ensemble classification
- multiple classifier systems
- majority voting
- bipartite ranking
- regression method
- ensemble methods
- classification rules
- cross validation
- regression model
- supervised learning
- artificial neural networks
- feature extraction