To calculate the correlation between an or- dinal and a nominal variable (binary or multi-class), we transform the ordinal variable into ranks and then apply rank biserial correlation or its extension for the calcula- tion [30]. Polyserial correlation (Con vs Ord): Polyserial correl- ation ...