Prediction of Pivotal response treatment outcome with task fMRI using random forest and variable selection.
Juntang ZhuangNicha C. DvornekXiaoxiao LiDaniel Y.-J. YangPamela VentolaJames S. DuncanPublished in: ISBI (2018)
Keyphrases
- random forest
- variable selection
- cross validation
- prediction accuracy
- input variables
- random forests
- ensemble classifier
- ensemble methods
- high dimensional
- decision trees
- prediction model
- dimension reduction
- feature set
- model selection
- data analysis
- low dimensional
- multi label
- high dimensional data
- base classifiers
- pattern recognition
- logistic regression
- evolutionary algorithm
- feature extraction
- neural network