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
Main Author: Quiñonero-Candela, Joaquin
Format: eBook
Language:English
Published: Cambridge, Mass. MIT Press 2009
Series:Neural information processing series
Subjects:
Online Access:
Collection: MIT Press eBook Archive - Collection details see MPG.ReNa
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:xv, 229 pages illustrations
ISBN:9780262255103
0262255103