Pathway analysis using random forests classification and regression.
Herbert PangAiping LinMatthew HolfordBradley E. EnersonBin LuMichael P. LawtonEugenia FloydHongyu ZhaoPublished in: Bioinform. (2006)
Keyphrases
- random forests
- regression forests
- regression problems
- decision trees
- random forest
- tree ensembles
- model selection
- support vector
- classification and regression trees
- support vector machine
- machine learning algorithms
- logistic regression
- classification accuracy
- text classification
- feature extraction
- feature selection
- multi class
- supervised learning
- genetic algorithm
- cross validation
- feature vectors
- randomized trees