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