The distinguishing intrinsic brain circuitry in treatment-naïve first-episode schizophrenia: Ensemble learning classification.
Shaoqiang HanYifeng WangWei LiaoXujun DuanJing GuoYangyang YuLiangkai YeJiao LiXiaogang ChenHuafu ChenPublished in: Neurocomputing (2019)
Keyphrases
- ensemble learning
- generalization ability
- bayes classifiers
- ensemble classifier
- text classification
- weak learners
- bayes classifier
- feature selection
- normal controls
- bayesian classifiers
- classification accuracy
- decision trees
- pattern recognition
- ensemble methods
- support vector machine svm
- support vector
- functional magnetic resonance imaging
- multi class
- bayesian classifier
- base classifiers
- supervised learning
- unlabeled data
- feature space
- feature set
- medical images
- benchmark datasets
- text categorization
- classification models
- semi supervised learning
- support vector machine
- feature vectors
- machine learning algorithms
- mutual subspace method