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3 SEC journal Vol.11 No.2 Sep

4 2 SEC journal Vol.11 No.2 Sep. 2015

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9 SEC journal Vol.11 No.2 Sep

10 An Approach for Prioritizing Fault-Prone Modules by Combining a Discriminative Model and Code Review with Checklist SEC journal Vol.11 No.2 Sep. 2015

11 m Fm Fm m i m j i jij Fm i Fm j m i m j m 1 m 2 m n m Im l q i il q i q i m s im s im m Im s im l q i Fm FmFmIm SEC journal Vol.11 No.2 Sep

12 Fm m' 1 m' 2 m' n Fm' 1 Fm' 2 Fm' n m' t tn q 1 q 2 q 3 q 4 q 5 q 6 q 7 q 8 q 9 q 10 q 11 q 12 q 13 q 14 q 15 q 16 q 17 q 18 q 19 q 20 q 21 q 22 q 23 q 24 q 25 q 26 q 27 q 28 q SEC journal Vol.11 No.2 Sep. 2015

13 XM 1 M 3 M 2l+1 M 125 Y M 2 M 4 M 2l M 124 X SVM X RND Y SVM Y RND X SVM m SVM1 m SVM2 m SVM63 Fm Fm Fm SEC journal Vol.11 No.2 Sep

14 Fm n k n Fm Im Fm Fm Fm Fm Fm Fm m 1 m 2 m 3 m 4 m 5 m 6 m 7 m 8 m 9 m 10 m 1, m 2, m 3, m m, m -1, m -2, m /2, m /2-1, m /2+1, m 1, m, m 2, m -1 m' 1 m' 2 m' 10 m' 1 m' 10 m' 1 m' m' 10 1 m' SEC journal Vol.11 No.2 Sep. 2015

15 m i i Fm i SEC journal Vol.11 No.2 Sep

16 q 6 q SEC journal Vol.11 No.2 Sep. 2015

17 SEC journal Vol.11 No.2 Sep

18 Predicting Faults After Unit Testing Using Design Phase Metrics in Embedded Software Development Masateru Tsunoda 1, 2 Akito Monden 1, 3 Kenichi Matsumoto 1 This research tried to predict the number of faults after unit testing using design phase (i.e., integration testing and system testing) metrics in embedded software development. As explanatory variables of the model, we used review effort in basic and detail design phase, metrics related to quality assurance such as number of BRE (balanced relative error) of the models were almost 35%, and we can say that prediction accuracy of them were relatively high. Also, the results show that when the number of faults is predicted after basic design phase, the prediction accuracy is relative high. 16 SEC journal Vol.11 No.2 Sep. 2015

19 v 1 v 2 v 3 v 4 v 5 v 6 v 7 v 8 v 9 v 10 v 11 SEC journal Vol.11 No.2 Sep

20 y 0 1 x 1 2 x 2 k x k y x 1 x 2 k k k 18 SEC journal Vol.11 No.2 Sep. 2015

21 v 1 v 2 v 3 v 4 v 5 v 6 v 7 v 8 v 9 v 10 v 1 v 2 v 3 v 4 v 5 v 6 v 7 v 8 v 9 v 10 F F p in p in F F F p out F p out p in p out p in p out SEC journal Vol.11 No.2 Sep

22 AE AE BRE BRE AE AE BRE BRE AEMRE BRE x x MRE BRE MRE MRE MRE MRE BRE BRE v 1 v 10 v 1 v SEC journal Vol.11 No.2 Sep. 2015

23 v 5 v 4 v 6 v 10 v 9 v 10 v 4 AE BRE BRE BRE AE BRE SEC journal Vol.11 No.2 Sep

24 AEBRE AE AE BRE BRE v 1 v 1 v 9 v 1 v 1 v 9 22 SEC journal Vol.11 No.2 Sep. 2015

25 BRE SEC journal Vol.11 No.2 Sep

26 24 SEC journal Vol.11 No.2 Sep. 2015

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