If no name is specified, the name of the input data set, with _bns , appended as a suffix, is used by default.This data set provides the parameters used for the initial data set. These parameters are used for normalizing the subsequent data and estimating a new batch profile and can be applied in the Batch Scoring process to score a new data set with new batch arrays.