Is the output value of different statistic model logistic regression and XGBoost carry the same meaning and measurement?

@GsWong wrote:

Hi I am new here, try do research some of the answer tru Internet but still can’t find a good answer.So here goes:

I am training a few models using python and split my data set into A and B.

1. First, I train both data set A and B with logistic regression model.

2. Second, I train data set B with XGBoost.

For 1) can I directly compare and interpret the output of both model ? Can I say that score 0.5 from model A is the same as score 0.5 from model B ?

and For 2) Can I directly compare the value from Logistic Regression and XGBoost. Does 0.5 means the same thing?

Your Advice is very much appreciated.

Thank you. Cheers

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