An instance selection algorithm for regression and its application in variance reduction.
Ismael Rodríguez-FdezManuel MucientesAlberto BugarínPublished in: FUZZ-IEEE (2013)
Keyphrases
- selection algorithm
- variance reduction
- gradient estimation
- monte carlo
- regression model
- sample size
- importance sampling
- search algorithm
- bias variance decomposition
- model selection
- markov chain
- cross validation
- feature subset
- naive bayes classifier
- support vector
- data mining
- search space
- computer vision
- machine learning