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Title: :  Cost-Based Evaluation Framework for Software Fault Classification
PaperId: :  20014
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-20014
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dr.Raghav MehraBhagwant University Ajmer
Vinod PariharBhagwant University Ajmer

Abstract

Computer Science
Cost-Based Evaluation Framework, Software Fault Prediction, Cost Analysis, Soft Computing
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.

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IJARIIE Dr.Raghav Mehra, and Vinod Parihar. "Cost-Based Evaluation Framework for Software Fault Classification" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 3087-3093
MLA Dr.Raghav Mehra, and Vinod Parihar. "Cost-Based Evaluation Framework for Software Fault Classification." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 3087-3093.
APA Dr.Raghav Mehra, & Vinod Parihar. (2023). Cost-Based Evaluation Framework for Software Fault Classification. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 3087-3093.
Chicago Dr.Raghav Mehra, 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.
Oxford 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, 2023, p. 3087-3093. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Cost_Based_Evaluation_Framework_for_Software_Fault__Classification_ijariie20014.pdf (Accessed : ).
Harvard Dr.Raghav Mehra, and Vinod Parihar. (2023) 'Cost-Based Evaluation Framework for Software Fault Classification', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 3087-3093IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Cost_Based_Evaluation_Framework_for_Software_Fault__Classification_ijariie20014.pdf (Accessed : )
IEEE 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, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Cost_Based_Evaluation_Framework_for_Software_Fault__Classification_ijariie20014.pdf [Accessed : ].
Turabian Dr.Raghav Mehra, and Vinod Parihar. "Cost-Based Evaluation Framework for Software Fault Classification." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 ().
Vancouver Dr.Raghav Mehra, and Vinod Parihar. Cost-Based Evaluation Framework for Software Fault Classification. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(2) : 3087-3093. Available from: https://ijariie.com/AdminUploadPdf/Cost_Based_Evaluation_Framework_for_Software_Fault__Classification_ijariie20014.pdf
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