4 votes

Imputing time data for an event that hasn't occurred yet

As so often, the answer is: "It depends". In this case, it depends on the algorithm / model / method you are going to use. There are some methods, e.g. tree-based methods, that can handle ...
  • 91
3 votes

Imputing time data for an event that hasn't occurred yet

It's very easy to over-complicate things. Agree with Broele that it depends. Let's look at what data you actually have: Since t0 (when you started collecting data), you know this location has not had ...
  • 413
1 vote
Accepted

Are you supposed to clean new data before it is fed to a machine learning model?

Yes, it makes perfect sense to clean/preprocess the new data much like train /test dataset. For reference: [https://stackoverflow.com/questions/66301306/do-you-have-to-clean-your-test-data-before-...
  • 319

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