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Logistic Regression OR Decision Tree

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Hi, Can anybody tell me when to apply decision tree and when to apply logistic regression. Means how do we know that in a particular scenario which algorithm should be applied ? Is there any case where we can apply both ?. If you reply with correct answer with good description/example, I will really appreciate your help.

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