Republic of Iraq Ministry of High Education And Scientific Research University of Technology Department of Computer Science Machine Learning for Text Categorization A dissertation submitted to the Computer Science Department of University of Technology in partial fulfillment of the requirements for the degree of Doctor of philosophy in Computer science By Abdulkareem Merhej Radhi M.Sc 2006