Error estimation for pattern recognition /

• Main Authors: Braga-Neto, Ulisses de Mendonça (Author), Dougherty, Edward R. (Author)
• Format: eBook
• Language: English
• Published: Piscataway, NJ : IEEE Press, 2015.
• Series: IEEE Press series in biomedical engineering.
• Subjects: Pattern recognition systems.; Optical pattern recognition.; Computer vision.; Image processing > Digital techniques.; COMPUTERS / General; Biomedical engineering > Congresses.; Image processing > Digital techniques.; Electronic books.

This book is the first of its kind to discuss error estimation with a model-based approach. From the basics of classifiers and error estimators to more specialized classifiers, it covers important topics and essential issues pertaining to the scientific validity of pattern classification. Includes t...