Towards Self-explainable Classifiers and Regressors in Neuroimaging with Normalizing Flows.
Matthias WilmsPauline MouchesJordan J. BannisterDeepthi RajashekarSönke LangnerNils D. ForkertPublished in: MLCN@MICCAI (2021)
Keyphrases
- decision trees
- feature selection
- training data
- human brain
- supervised classification
- support vector
- classification models
- naive bayes
- svm classifier
- machine learning methods
- ensemble classifier
- classification systems
- class labels
- feature set
- prediction accuracy
- machine learning algorithms
- standard deviation
- training examples
- ensemble learning
- classification rate
- training set
- linear classifiers
- feature extraction
- brain images
- data sets