Discriminating ADHD From Healthy Controls Using a Novel Feature Selection Method Based on Relative Importance and Ensemble Learning.
Dongren YaoXiaojie GuoQihua ZhaoLu LiuQingjiu CaoYufeng WangVince D. CalhounLi SunJing SuiPublished in: EMBC (2018)
Keyphrases
- ensemble learning
- relative importance
- healthy controls
- generalization ability
- ensemble methods
- random forest
- functional magnetic resonance imaging
- concept drift
- fold cross validation
- base classifiers
- machine learning
- information retrieval
- learning algorithm
- decision trees
- supervised learning
- support vector machine svm