Feature Selection using a Random Forests Classifier for the Integrated Analysis of Multiple Data Types.
David M. ReifAlison A. MotsingerBrett A. McKinneyJames E. Crowe Jr.Jason H. MoorePublished in: CIBCB (2006)
Keyphrases
- data types
- random forests
- feature selection
- decision trees
- data model
- support vector
- training data
- database management systems
- random forest
- data sets
- logistic regression
- multi class
- feature set
- data structure
- machine learning algorithms
- database systems
- ensemble methods
- text classification
- naive bayes
- high dimensional data
- feature extraction
- data mining algorithms
- machine learning
- database