What are the advantages of logistic regression over decision trees? Are there any cases where it's better to use logistic regression inst...

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What are the advantages of logistic regression over decision trees? Are there any cases where it's better to use logistic regression inst...

Answer (1 of 16): First of, you need to be clear what exactly you mean by advantages. People have... Answer (1 of 16): First of, you need to be clear what exactly you mean by advantages. People have argued the relative benefits of trees vs. logistic regression in the context of interpretability, robustness, etc. But let’s assume for now that all you care about is out of sample predictive perfor...