Fault/Fault Description Sample Clauses

Fault/Fault Description. This analysis investigates the characteristics of the fault descriptions with the objective to identify the reason for higher agreement for some particular faults. The set of faults with the highest agreement among classifiers was shown in Section 4.3. The basis for the analysis is the two characteristics that are available and concrete: fault class assigned and the length of the fault description. The fault class with the highest accuracy is AL, i.e. it is most frequently assigned in this comparison. However, no conclusions can be drawn since it only differs with one from the CH fault category. The length of the fault description is classified into two classes: minimum and others. Minimum implies that the fault description is just containing one or two lines of text with no expanding information. It is minimal in the sense that the description is written only for correction purposes (primarily for correction by the developer herself/himself). The other category includes all fault descriptions with more than a couple of lines of descriptions. These typically provide a little more information about the faults and they ought to be better suited for fault classifications in retrospect. However, this division does not give any clarification, there is a weak indication that the more extensive fault descriptions provide higher confidence, but it does not result in higher coherency between classifiers. Thus, it is concluded that it is not sufficient to measure the length of the fault description to understand why certain faults are easier to classify or at least agree upon the classification. Finally, the average time for fault classification is worth highlighting. The average time was 1.5 minutes per fault.
Sample 1
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