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. Mazurowski, Piotr A. Habas, Georgia D. Tourassi, Jacek M. Zurada. Impact of Low Class Prevalence on the Performance Evaluation of Neural Network Based Classifiers: Experimental Study in the Context of Computer-Assisted Medical Diagnosis. In Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007. pages 2005-2009, IEEE, 2007. [doi]

@inproceedings{MazurowskiHTZ07:0,
  title = {Impact of Low Class Prevalence on the Performance Evaluation of Neural Network Based Classifiers: Experimental Study in the Context of Computer-Assisted Medical Diagnosis},
  author = {Maciej A. Mazurowski and Piotr A. Habas and Georgia D. Tourassi and Jacek M. Zurada},
  year = {2007},
  doi = {10.1109/IJCNN.2007.4371266},
  url = {http://dx.doi.org/10.1109/IJCNN.2007.4371266},
  tags = {context-aware},
  researchr = {https://researchr.org/publication/MazurowskiHTZ07%3A0},
  cites = {0},
  citedby = {0},
  pages = {2005-2009},
  booktitle = {Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007},
  publisher = {IEEE},
}