News Updates Thursday 28th Mar 2024 :
  • Welcome to INPRESSCO, world's leading publishers, We have served more than 10000+ authors
  • Articles are invited in engineering, science, technology, management, industrial engg, biotechnology etc.
  • Paper submission is open. Submit online or at editor.ijcet@inpressco.com
  • Our journals are indexed in NAAS, University of Regensburg Germany, Google Scholar, Cross Ref etc.
  • DOI is given to all articles

Fault Prediction Modeling using Object-Oriented Metrics: An Empirical Study


Author : Navpreet Kaur and Aman Paul

Pages : 254-259
Download PDF
Abstract

Software testing is an area where software products are examined through a series of verification and validation processes respectively. This phase of software development carries out the process of detection and removal of software faults. But this detection and removal of faults together consume up to 60% of project budget (Beizer, 1990). Applying equal testing and verification efforts to all parts of a software system becomes cost-prohibited. Software Fault Proneness is a key factor for monitoring and controlling the quality of software. By comparing the distribution of faults (Fault Proneness) and the amount of faults found with testing (Software faultiness), the effectiveness of analysis and testing can be judged easily. Detecting a fault prone code early, within software life-cycle phase, allows for the code to be fixed at minimum costs; thus a good fault prediction helps to lower down the development and maintenance costs. In this project, software quality estimation, using various classifiers is performed where some metrics are the inputs and its quality attributes bring the output. Empirical study of these classifiers then judges the quality of the software being developed.

Keywords: Software Testing, Classification Algorithms, bugs, Weka 3.6.9 tools, Performance analysis.

Article published in International Journal of Current  Engineering  and Technology, Vol.4,No.1 (Feb- 2014)

 

 

 

Call for Papers
  1. IJCET- March/April 2024 Issue

    Submission Last Date
    30 April 2024
  2. DOI is given to all articles
  3. Current Issue
  4. IJTT-March-2024
  5. IJAIE-March-2024
  6. IJCSB-March-2024
  • Inpressco Google Scholar
  • Inpressco Science Central
  • Inpressco Global impact factor
  • Inpressco aap

International Press corporation is licensed under a Creative Commons Attribution-Non Commercial NoDerivs 3.0 Unported License
©2010-2023 INPRESSCO® All Rights Reserved