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Advanced prediction yields same numbers with different algorithms

Summary:

Advanced prediction yields same numbers with different algorithms XGBoost, Prophet and SARIMAX whereas the numbers are way different in OracleMLX and Light GBM

Content (please ensure you mask any confidential information):

Advanced prediction yields same numbers with different algorithms XGBoost, Prophet and SARIMAX whereas the numbers are way different in OracleMLX and Light GBM. There is a difference in these algorithms in the time series predictions but as said it yields exactly same numbers. Is this a known one?

Version (include the version you are using, if applicable):

25.08

Code Snippet (add any code snippets that support your topic, if applicable):

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