get_nbr_of_predrs_by_ctg() is a Get function that retrieves a pre-existing data object from memory, local file system or online repository. Specifically, this function implements an algorithm to get number of predictors by category. Function argument results_ls specifies the where to look for the required object. The function returns Predictors by category (a character vector of length one).