A Two Stage Sequential Ensemble Applied to the Classification of Alzheimer's Disease Based on MRI Features.
Maite TermenonManuel GrañaPublished in: Neural Process. Lett. (2012)
Keyphrases
- wrapper feature selection
- classification accuracy
- feature extraction
- feature space
- feature vectors
- feature selection
- classification method
- svm classifier
- classification process
- final classification
- classification models
- decision tree classifiers
- multiple classifiers
- feature set
- individual features
- pattern recognition
- neural network
- extracted features
- benchmark datasets
- machine learning methods
- ensemble classifier
- training data
- decision trees
- support vector machine
- feature ranking
- support vector machine svm
- class labels
- feature values
- classification algorithm
- svm classification
- magnetic resonance images
- image classification
- training set
- support vector
- learning algorithm
- feature selection algorithms
- ensemble learning
- magnetic resonance imaging
- ensemble methods
- feature subset
- medical images
- image features
- knn
- disease diagnosis