A compilation of the main results on Receiver Operating Characteristic (ROC) curve analysis, this book brings together information in a format readily understandable to anyone interested in analyzing ROC curves, regardless of their background. The authors deliberately keep the material general and avoid specific aspects of special applications areas. They describe the theory behind and the use of this important tool for assessing the performance of statistical and machine learning classification methods. The book pulls together early results with the results of recent research in a wide range of disciplines, including statistics, machine learning, and data mining.
- ISBN: 978-1-4398-0021-8
- Editorial: CRC Press
- Encuadernacion: Cartoné
- Páginas: 241
- Fecha Publicación: 26/04/2009
- Nº Volúmenes: 1
- Idioma: Inglés