Large margin classifiers and Random Forests for integrated biological prediction.
Sheng LiuYixin ChenDawn WilkinsPublished in: Int. J. Bioinform. Res. Appl. (2012)
Keyphrases
- random forests
- large margin classifiers
- random forest
- ensemble methods
- prediction accuracy
- decision trees
- logistic regression
- multi class
- machine learning algorithms
- decision tree ensembles
- support vector
- soft margin
- prediction model
- generalization ability
- kernel function
- maximum margin
- generalization bounds
- training data