Gradient and Newton Boosting for Classification and Regression.
Fabio SigristPublished in: CoRR (2018)
Keyphrases
- feature selection
- machine learning
- support vector
- multiclass classification
- classification systems
- pattern recognition
- classification accuracy
- image classification
- classification method
- relevance vector machine
- support vector machine
- supervised learning
- ensemble classification
- model selection
- training data
- benchmark datasets
- majority voting
- feature extraction
- decision trees
- improving classification accuracy
- tree induction
- prediction accuracy
- weak learners
- weak classifiers
- cost sensitive
- classification rules
- machine learning methods
- classification algorithm
- regression model
- support vector machine svm
- text classification
- least squares
- learning algorithm