I've just read a good article from machine learning mastery.com ( https://machinelearningmastery.com )
You can check this article: A Practical Guide to Choosing the Right Algorithm for Your Problem: From Regression to Neural Networks
It talks about how you should choose the ML model in the analysis.
https://machinelearningmastery.com/practical-guide-choosing-right-algorithm-your-problem
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