How to interpret coefficients from logistic regression?
They are all significant but for certain thing.
What do I mean? You are predicting evidence, i.e. first column of the following picture:

In other words you have &quot;linear regression part&quot;+ instead of y you have evidence. So changing values of independnet variable X (positive or negative) will influence different binary class (0 or 1), hence different values are significant for different thing. (they add some info)