Offline Experimentation in Machine Learning Teams
The Product Coalition
MAY 12, 2020
One of the main advantages of working in many machine learning products is the ability to simulate a scenario based on historical data by performing offline experiments. If a 10% offline increase in a KPI only translates to a 0.1% Let’s dive into it. The next step is to split the data into a training and evaluation set.
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