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Spectrum Based Fault Localisation(SBFL), using 64 real-world faults from the Defects4j repository.

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Spectrum-Based Fault Localization

Abstract

Spectrum Based Fault Localisation(SBFL), using 64 real-world faults from the Defects4j repository.

Features used

Based on Formula ochiai, and used method level aggregation of SBFL scores

Project source & Tools

Defects4j, Project Lang - buggy version 1, 3~65
Used a coverage tool provided by Defects4j

Evaluation Metric

acc@n counts the number of faults that have been localized within top n places of the ranking. If there are multiple faulty methods, I assumed that the fault is localized if any of them are ranked within top n places.

Results

total faults: 64

acc@1: 40
acc@3: 54
acc@5: 57

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Spectrum Based Fault Localisation(SBFL), using 64 real-world faults from the Defects4j repository.

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