Dataset shift in machine learning /

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.

Bibliographic Details
Other Authors: Quiñonero-Candela, Joaquin
Format: eBook
Language:English
Published: Cambridge, Mass. : MIT Press, ©2009.
Series:Neural information processing series
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary: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.
Physical Description:1 online resource (xv, 229 pages) : illustrations.
ISBN:9780262255103
0262255103
DOI:10.7551/mitpress/9780262170055.001.0001