Boosting rank with predictable training error.
Yongqing WangWenji MaoDaniel ZengNing BaoPublished in: ISI (2011)
Keyphrases
- training error
- error rate
- generalization error
- adaboost algorithm
- classification error
- hidden layer
- boosting algorithms
- gradient method
- base classifiers
- weak classifiers
- prediction error
- learning algorithm
- multiclass classification
- feed forward
- back propagation
- model selection
- active learning
- training set
- training data
- neural network
- cost sensitive
- generalization ability
- face detection
- training process
- multi class
- upper bound
- base learners
- decision trees
- minimum margin