Ensemble Methods for Convex Regression with Applications to Geometric Programming Based Circuit Design.
Lauren HannahDavid B. DunsonPublished in: ICML (2012)
Keyphrases
- ensemble methods
- circuit design
- base learners
- prediction accuracy
- random forests
- ensemble learning
- decision trees
- machine learning methods
- benchmark datasets
- design automation
- random forest
- regression problems
- base classifiers
- classifier ensemble
- bootstrap sampling
- majority voting
- linear regression
- generalization ability
- binary classification
- model selection
- decision tree ensembles
- drifting concepts
- neural network
- multiple models
- ensemble feature selection
- meta learning
- loss function
- support vector
- bias variance analysis
- learning algorithm