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What approach for creating a multi-classification model based on all categorical features (1 with 5,000 levels)?

I'm assuming your observations($n$) are larger than 5000, otherwise, it doesn't make any sense to use 'id' as a feature. Firstly try to find some patterns, for example, your Ids could be like this: ...
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