Brain Morphometry Methods for Feature Extraction in Random Subspace Ensemble Neural Network Classification of First-Episode Schizophrenia.
Roman VyskovskýDaniel SchwarzTomás KaspárekPublished in: Neural Comput. (2019)
Keyphrases
- neural network
- feature extraction
- machine learning methods
- random subspace
- subspace methods
- classification systems
- majority voting
- pattern recognition
- benchmark datasets
- feature space
- image classification
- feature selection
- nearest neighbor classifiers
- cross validation
- feature vectors
- classification models
- support vector machine
- nearest neighbor classification
- decision trees
- machine learning algorithms
- support vector machine svm
- dimensionality reduction
- nearest neighbor
- regression problems
- classification accuracy
- face recognition