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Limitations of data augmentation and outlook

  • Bettina Hüttenrauch
Chapter

Abstract

Data augmentation sources are manifold and oftentimes easily available. The main question arising from these sources is whether using them for augmentation purposes will lead to an increase in information and a better basis for decision making. The decision for or against data augmentation is simplified with our guidelines.

Keywords

Target Variable Markov Chain Monte Carlo Method Marketing Campaign Data Augmentation Direct Marketing 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Fachmedien Wiesbaden 2016

Authors and Affiliations

  1. 1.FrankfurtGermany

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