Classification of preclinical markers in Alzheimer's disease via WiSARD classifier.
Massimo De GregorioAlfonso Di CostanzoAndrea MottaDebora ParisAntonio SorgentePublished in: ESANN (2022)
Keyphrases
- classification method
- classification algorithm
- classification process
- classification scheme
- class labels
- support vector machine
- svm classifier
- support vector
- classification rate
- decision trees
- final classification
- training set
- high classification accuracy
- training samples
- feature space
- classification models
- classification schemes
- multiple classifiers
- decision boundary
- feature vectors
- pattern classification
- machine learning
- nearest neighbor classifier
- supervised classification
- probabilistic classifiers
- feature selection
- feature set
- classification accuracy
- higher classification accuracy
- nearest neighbor rule
- multi category
- hierarchical classification
- feature extraction and classification
- accurate classifiers
- learning vector quantization
- robust classification
- k nearest neighbour
- rule based classifier
- accurate classification
- feature extraction
- supervised learning
- support vector machine svm
- fuzzy support vector machine
- decision tree classifiers
- binary classifiers
- unseen data
- classifier ensemble
- fold cross validation
- naive bayes classifier
- nearest neighbour
- pattern recognition
- training data
- fuzzy classifier
- svm classification
- multiclass classification
- ensemble classifier
- extracted features
- classification decisions
- roc curve
- multi class classifier