what are the similarity measure use for both continuous and categorical data? I have searched but found that some similarity measures are for continuous data and some are for categorical data. But i want to know the similarity measures which are use for both data, continuous and categorical?
Sometimes continuous data can be represented as parametric distribution with distribution parameters as variable, essentially continuous stochastic process. In that case cross-entropy would work on that type of continuous data.