Probabilistic partition of unity networks for high-dimensional regression problems.
Tiffany FanNathaniel TraskMarta D'EliaEric DarvePublished in: CoRR (2022)
Keyphrases
- regression problems
- high dimensional
- input space
- high dimensional data
- genetic programming
- linear regression
- cross validation
- low dimensional
- dimensionality reduction
- probabilistic model
- nearest neighbor
- bayesian networks
- feature space
- data points
- least squares
- learning machines
- generative model
- multi class
- training set
- hyperparameters
- noise level
- feature selection
- parameter space
- k nearest neighbor
- model selection
- genetic algorithm