Fast, Automated 2D Estimation and Error Reduction by Model Selection.
Prakash DuraisamyYassine BelkhoucheSteve JacksonKamesh NamuduriYe YuPublished in: CSE (2011)
Keyphrases
- model selection
- error reduction
- parameter estimation
- cross validation
- error estimation
- classification error
- feature selection
- hyperparameters
- selection criterion
- generalization error
- sample size
- classification accuracy
- semi supervised
- machine learning
- model selection criteria
- marginal likelihood
- significant improvement
- feature extraction
- high dimensionality
- estimation error
- active learning
- feature space
- support vector