Split Criterions for Variable Selection Using Decision Trees.
Joaquín AbellánAndrés R. MasegosaPublished in: ECSQARU (2007)
Keyphrases
- variable selection
- decision trees
- cross validation
- input variables
- high dimensional
- stochastic search
- linear models
- naive bayes
- group lasso
- machine learning
- training data
- model selection
- logistic regression
- high dimensional data
- dimension reduction
- number of input variables
- data mining methods
- machine learning algorithms
- classification trees
- text classification
- feature selection
- computer vision
- logistic regression models
- ensemble selection
- training set
- learning algorithm