Nathalie Japkowicz, Mohak Shah

Gebundenes Buch

Evaluating Learning Algorithms

A Classification Perspective

Beschreibung

Gives a solid basis for conducting performance evaluations of learning algorithms in practical settings with an emphasis on classification algorithms.

Autor

Nathalie Japkowicz is Professor of Computer Science at American University. She is a former assistant professor at Dalhousie University and lecturer at Ohio State University. Japkowicz co-organized numerous workshops on classifier evaluation and the class imbalance problem at AAAI and ICML. She has published many articles in peer-reviewed journals and conference proceedings.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 424
• Erscheinungstermin: 1. Januar 2011
• Englisch
• Abmessung: 240mm x 161mm x 27mm
• Gewicht: 798g
• ISBN-13: 9780521196000
• ISBN-10: 0521196000
• Artikelnr.: 31777861