How to Evaluate Machine Learning Models: The Pitfalls of A/B Testing

How to conduct online tests of machine learning models, the pitfalls of A/B testing, and a promising alternative: multi-armed bandits.

Sourced through Scoop.it from: blog.dato.com

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