Simultaneous Ensemble Generation and Hyperparameter Optimization for Regression.
David RoschewitzKurt DriessensPieter CollinsPublished in: BNCAI (2017)
Keyphrases
- gaussian processes
- model selection
- regression problems
- simultaneous optimization
- optimization problems
- neural network
- regression model
- linear regression
- optimization algorithm
- hyperparameters
- ensemble learning
- pruning algorithm
- regression methods
- parameter optimization
- simple linear
- regression analysis
- gaussian process
- training set
- training data
- genetic algorithm