[Solved] Best data mining algorithm for detect the profile of students with excellent grades

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This does not sound like a clustering problem to me.

Instead, you are looking for a decision tree, on the target variable “grade > 4”.

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solved Best data mining algorithm for detect the profile of students with excellent grades