A Novel Hybrid Linear/Nonlinear Classifier for Two-Class Classification: Theory, Algorithm, and Applications.
Weijie ChenCharles E. MetzMaryellen L. GigerKaren DrukkerPublished in: IEEE Trans. Medical Imaging (2010)
Keyphrases
- classification algorithm
- classification rate
- multi class classification
- classification method
- multiclass classification
- classification scheme
- preprocessing
- linear systems
- learning algorithm
- class labels
- k means
- feature space
- classification accuracy
- unseen data
- bayesian classifier
- higher classification accuracy
- optimal solution
- decision trees
- learning vector quantization
- discriminant functions
- nearest neighbour
- piecewise linear
- machine learning
- jumping emerging patterns
- extracted features
- roc curve
- multi class
- feature selection
- decision boundary
- feature selection algorithms
- feature subset
- svm classifier
- learning phase
- support vector machine svm
- support vector machine
- support vector
- training data
- generalized discriminant analysis