Abstract
In Chapter 1, we explored together the digit recognizer problem, and wrote a classifier from scratch. In this final chapter, we are going to revisit that problem, from two different angles: performance, and useful tools. Chapters 1 to 7 were primarily focused on implementing algorithms to solve various problems, and discovering machine learning concepts in the process. By contrast, this chapter is more intended as a series of practical tips which can be useful in various situations. We will use the digit recognizer model we created in Chapter 1 as a familiar reference point, and use it to illustrate techniques that are broadly applicable to other situations.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 2015 Mathias Brandewinder
About this chapter
Cite this chapter
Brandewinder, M. (2015). Digits, Revisited. In: Machine Learning Projects for .NET Developers. Apress, Berkeley, CA. https://doi.org/10.1007/978-1-4302-6766-9_8
Download citation
DOI: https://doi.org/10.1007/978-1-4302-6766-9_8
Publisher Name: Apress, Berkeley, CA
Print ISBN: 978-1-4302-6767-6
Online ISBN: 978-1-4302-6766-9
eBook Packages: Professional and Applied ComputingProfessional and Applied Computing (R0)Apress Access Books