Enhancing software fault prediction with machine learning : emerging research and opportunities / Ekbal Rashid, Aurora's Technological and Research Institute, India.

"This book presents some new ideas about estimation and evaluation of the quality of software and using a standard conversion method so that lines of code from any language may be compared and be used as a uniform metric. It covers different kinds of graphical shapes that may arise out of possi...

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Bibliographic Details
Main Author: Rashid, Ekbal, 1976- (Author)
Format: Book
Language:English
Published: Hershey, PA : IGI Global, [2018]
Subjects:
Table of Contents:
  • Software quality
  • Literature survey and scope of the present work
  • Overview of machine learning approaches
  • Methods of software quality prediction with similarity measures : as an expert system
  • Software quality measures as degree of excellence
  • Understanding the state of quality software
  • Estimation and evaluation of software quality at a particular stage of software development
  • Conclusions and future work.