Adaboost.MRT: Boosting regression for multivariate estimation.
Nikolai KummerHomayoun NajjaranPublished in: Artif. Intell. Res. (2014)
Keyphrases
- cost sensitive
- boosting algorithms
- base learners
- multi class
- regression model
- base classifiers
- multiclass classification
- gradient boosting
- adaboost algorithm
- weak learners
- semi parametric
- ordinary least squares
- estimation problems
- binary classification problems
- weak hypotheses
- support vector
- multi class boosting
- robust regression
- nonparametric regression
- gaussian processes
- support vector regression
- parameter estimation
- model selection
- strong classifier
- decision stumps
- kernel ridge regression
- multivariate regression
- learning algorithm
- multi class learning
- training error
- regression algorithm
- weak classifiers
- random forests
- generalization ability
- object detection
- training data