By using text mining concepts to be found out the domain modeling depended on the vocabularies and relevant domains from the documents. Each document is having various concepts and each concept is having various terminologies. Collection of wide documents are very useful and strongly to b0e understood in that particular domain. Sometimes documents are associated with meaningful or meaningless information in the particular domain. Machine learning one of the interested concepts is domain modeling. This research work focuses on the huge dataset for author article relationship with appropriate Ensemble classification approaches applied and find out the best accuracy of this dataset.