I am working on classification problem where I have categorical and continuous features however the target is binary.
What is the best way to check correlation with respect to target variable.
Also I want to eliminate some features which are highly correlated.
I have generated a correlation heatmap for continuous features and for categorical features I am thinking to perform a chi square test .
Is this a right approach? Do I have to apply two different methods for continuous and categorical features?