Online evaluation of machine learning models /

Academic machine learning almost exclusively involves offline evaluation of machine learning models. In the real world this is, somewhat surprisingly, only good enough for a rough cut that eliminates the real dogs. For production work, online evaluation is often the only option to determine which of...

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