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How to find a right machine learning algorithm for the given problem?

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@sonalipathak wrote:

How To find the right Machine learning algo? I have one problem statement as follows:

Based on the Defect summary, how would I recommend the set of regression test case set?

Can anyone show me the path to get started with the problem statement?

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