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Object Oriented-Based Metrics to Predict Fault Proneness in Software Design

Published: April 11, 2025 | arXiv ID: 2504.08230v1

By: Areeb Ahmed Mir, Muhammad Raees, Afzal Ahmed

Potential Business Impact:

Finds bugs in computer programs early.

Business Areas:
Predictive Analytics Artificial Intelligence, Data and Analytics, Software

In object-oriented software design, various metrics predict software systems' fault proneness. Fault predictions can considerably improve the quality of the development process and the software product. In this paper, we look at the relationship between object-oriented software metrics and their implications on fault proneness. Such relationships can help determine metrics that help determine software faults. Studies indicate that object-oriented metrics are indeed a good predictor of software fault proneness, however, there are some differences among existing work as to which metric is most apt for predicting software faults.

Page Count
9 pages

Category
Computer Science:
Software Engineering