Impact of Low Class Prevalence on the Performance Evaluation of Neural Network Based Classifiers: Experimental Study in the Context of Computer-Assisted Medical Diagnosis.
Maciej A. MazurowskiPiotr A. HabasGeorgia D. TourassiJacek M. ZuradaPublished in: IJCNN (2007)
Keyphrases
- computer assisted
- experimental study
- medical diagnosis
- computer aided
- foreign language
- class labels
- medical images
- medical decision making
- multiclass classification
- intraoperative
- support vector
- medical diagnostic
- medical image processing
- expert systems
- medical knowledge
- experimental evaluation
- training set
- multi class classification
- heart disease
- diagnostic reasoning
- fourth grade
- language learning
- medical information
- feature selection
- multi class
- training data
- decision trees