Ideal observers and optimal ROC hypersurfaces in N-class classification.
Darrin C. EdwardsCharles E. MetzMatthew A. KupinskiPublished in: IEEE Trans. Medical Imaging (2004)
Keyphrases
- class dependent
- class labels
- classification accuracy
- classification method
- automatic classification
- classification scheme
- roc curve
- support vector machine
- support vector
- multiclass classification
- training set
- pattern recognition
- classification algorithm
- machine learning
- discriminant functions
- class specific
- machine learning methods
- text classification
- feature extraction
- optimal solution
- dynamic programming
- benchmark datasets
- classification systems
- feature selection
- cross validated
- class conditional
- feature vectors
- classification process
- eeg signals
- principal component analysis
- image classification
- cost sensitive
- classification rules
- machine learning algorithms