Cost-Based Evaluation Framework for Software Fault  Classification

Dr.Raghav Mehra; Vinod Parihar

Cost-Based Evaluation Framework for Software Fault Classification

May 2023

Vol-9, Issue-2

Paper ID: 20014

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science

Keywords

Cost-Based Evaluation Framework Software Fault Prediction Cost Analysis Soft Computing

Abstract

Cost-based evaluation framework is necessary to assess the usability of designed fault prediction models. In this chapter, classification of faults using logistic regression and various neural network models as classifiers is discussed in detail. Data classification techniques help in enhancing not only the efficiency of the training process, but also the performance of the predictive model in terms of precision. The proposed approach is applied on a case study discussed in previous chapter viz., Apache Integration Framework version 1.6.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Dr.Raghav Mehra	Bhagwant University Ajmer
2	Vinod Parihar	Bhagwant University Ajmer

How to Cite

Use the following formats to cite this article in your research.

APA Style

Mehra, Dr.Raghav & Parihar, Vinod (2023). Cost-Based Evaluation Framework for Software Fault Classification. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 3087-3093.

MLA Style

Mehra, Dr.Raghav, and Vinod Parihar. "Cost-Based Evaluation Framework for Software Fault Classification." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 3087-3093.

IEEE Style

Dr.Raghav Mehra and Vinod Parihar, "Cost-Based Evaluation Framework for Software Fault Classification," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 3087-3093, 2023.

Vancouver Style

Mehra Dr.Raghav, Parihar Vinod. Cost-Based Evaluation Framework for Software Fault Classification. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):3087-3093.

Harvard Style

Mehra, Dr.Raghav & Parihar, Vinod (2023) 'Cost-Based Evaluation Framework for Software Fault Classification', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 3087-3093.

Chicago Style

Mehra, Dr.Raghav and Vinod Parihar. "Cost-Based Evaluation Framework for Software Fault Classification." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 3087-3093.

Turabian Style

Mehra, Dr.Raghav and Vinod Parihar. "Cost-Based Evaluation Framework for Software Fault Classification." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 3087-3093.