Building pathway clusters from Random Forests classification using class votes.
Herbert PangHongyu ZhaoPublished in: BMC Bioinform. (2008)
Keyphrases
- random forests
- class probabilities
- decision trees
- tree ensembles
- machine learning algorithms
- regression forests
- random forest
- accurate classifiers
- class labels
- classification and regression trees
- evolving data streams
- randomized trees
- regression problems
- image classification
- classification trees
- classification accuracy
- logistic regression
- regression trees
- ensemble methods
- machine learning
- feature vectors
- classification algorithm
- decision tree ensembles
- machine learning methods
- support vector machine svm
- multi class
- support vector machine
- training set
- feature space
- feature selection
- feature subset
- relational databases
- support vector