Experiments with AdaBoost.RT, an Improved Boosting Scheme for Regression.
Durga L. ShresthaDimitri P. SolomatinePublished in: Neural Comput. (2006)
Keyphrases
- boosting algorithms
- base learners
- learning algorithm
- ensemble methods
- learning scheme
- adaboost algorithm
- weak learners
- weak classifiers
- base classifiers
- object detection
- ensemble learning
- loss function
- support vector
- feature selection
- weak hypotheses
- gaussian processes
- multi class
- regression model
- face detection
- linear regression
- multi class learning
- prediction accuracy
- relevance vector machine
- decision trees
- multiclass classification
- decision tree ensembles
- kernel ridge regression
- random forests
- face detector
- regression problems
- binary classification
- neural network
- face recognition
- machine learning