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The train-test split is a method used to estimate the performance of machine learning algorithms that are applicable for prediction-based Algorithms/Applications.

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CV score vastly different from Train-Test score

I'm working on a multi-class classification task. I'm currently trying to tune a LGB model but have encountered a behavior that I do not understand. First, my data is from 1996 to 2015 so I split my d …
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