Dataset shift in machine learning

• Other Authors: Quiñonero-Candela, Joaquin.
• Format: eBook
• Language: English
• Published: Cambridge, Mass. : MIT Press, c2009.
• Series: Neural information processing series.
• Subjects: Machine learning.; elektronické knihy; electronic books
• ISBN: 9780262255103
• Physical Description: 1 online zdroj (xv, 229 p.) : ill.

This work is an overview of recent efforts in the machine learning community to deal with dataset and covariate shift which occurs when test and training inputs and outputs have different distributions.