Prediction of Autism Treatment Response from Baseline fMRI using Random Forests and Tree Bagging.
Nicha C. DvornekDaniel Y.-J. YangArchana VenkataramanPamela VentolaLawrence H. StaibKevin A. PelphreyJames S. DuncanPublished in: CoRR (2018)
Keyphrases
- random forests
- ensemble methods
- regression trees
- prediction accuracy
- random forest
- decision trees
- decision tree ensembles
- decision forest
- tree ensembles
- randomized trees
- logistic regression
- machine learning algorithms
- classification trees
- data analysis
- conformal prediction
- ensemble learning
- regression problems
- regression forests
- base learners
- accurate classifiers
- machine learning methods
- majority voting
- ensemble classifier
- benchmark datasets
- learning algorithm