On the doubt about margin explanation of boosting.
Wei GaoZhi-Hua ZhouPublished in: Artif. Intell. (2013)
Keyphrases
- boosting algorithms
- soft margin
- training error
- weak learners
- learning algorithm
- weak hypotheses
- ensemble methods
- generalization error
- counter intuitive
- support vector
- training set
- machine learning
- causal explanation
- combining multiple
- generating explanations
- parameter selection
- explanation based learning
- data sets
- knowledge base
- feature selection
- weak classifiers
- maximum margin
- adaboost algorithm
- binary classification
- ensemble learning
- lower bound
- training data
- gradient boosting
- neural network