November 2015
Intermediate to advanced
190 pages
4h 11m
English
Content preview from Test Driven Machine LearningBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Summary
We covered a lot of material in this chapter. Once again, we covered moving incrementally in small steps in order to get specific software built. We also leveraged OOP to enable us to test our ClassifierChooser in isolation from our complex machine learning algorithms. Beyond this, we even leveraged creating extremely simple test classifiers to act as our way of decoupling from the more complex algorithms.
We now have the beginnings of a system that can test machine learning algorithms, and choose the best one according to some metric. We've also established a pattern to bring outside algorithms into our project, which includes wrapping the external library in an adapter. This ensures that you can bend the third-party library to your needs ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.