A biological mechanism for Bayesian feature selection: Weight decay and raising the LASSO.
Patrick C. ConnorPaul HollensenOlav E. KrigolsonThomas P. TrappenbergPublished in: Neural Networks (2015)
Keyphrases
- feature selection
- text categorization
- multi task
- text classification
- unsupervised feature selection
- model selection
- multi class
- feature set
- mutual information
- information gain
- bayesian networks
- feature space
- feature selection algorithms
- gaussian processes
- support vector
- sparse representation
- variable selection
- biological data
- bayes classifier
- microarray data
- high dimensionality
- cross validation
- maximum likelihood
- dimensionality reduction
- support vector machine
- machine learning
- feature subset
- linear regression
- bayesian inference
- neural network
- classification accuracy
- selected features
- discriminative features
- high dimensional
- irrelevant features