Benchmarking state-of-the-art gradient boosting algorithms for classification.
Piotr FlorekAdam ZagdanskiPublished in: CoRR (2023)
Keyphrases
- boosting algorithms
- cost sensitive
- weak learners
- support vector machine
- multi class boosting
- classification accuracy
- multi class
- support vector machine svm
- loss function
- machine learning
- soft margin
- benchmark datasets
- image classification
- weak classifiers
- feature vectors
- feature selection
- data sets
- graph cuts
- small number
- class imbalance
- training set