Testing the Quality of a Binary Classifier: ROC Curves — Squared Statistics: Understanding Basketball Analytics

Let’s suppose that we have a methodology for classifying players into Hall-of-Fame status. This methodology can be of any type: it can be a random forest that uses proximity matrices or it can be a simple measure that uses a threshold, such as Kidd Score. Either way, the result is the same: a certain number […]

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