I am trying to get idea how variables of my data correspond to target variable (binary class).
In regression, Pearson r statistic is quite good to get sense of variable relationship. Also I can use it for classification, treating classes 0 and 1 as real values but it's a risky trick.
My question: is there any equivalent statistic saying which variable is good for classification task ? Thanks