Improving Search Efficiency of Incremental Variable Selection by Using Second-Order Optimal Criterion.
Kazumi SaitoNobuaki MutohTetsuo IkedaToshinao GodaKazuki MochizukiPublished in: KES (3) (2008)
Keyphrases
- variable selection
- search efficiency
- selection criterion
- cross validation
- input variables
- linear models
- model selection
- stochastic search
- high dimensional
- dimension reduction
- optimization criterion
- optimal solution
- group lasso
- high dimensional data
- object recognition
- feature selection
- genetic algorithm
- genetic programming
- nearest neighbor
- preprocessing
- reinforcement learning
- learning algorithm
- machine learning