Assessing the differences of clone detection methods used in the fault-prone module prediction

Masateru Tsunoda, Yasutaka Kamei, Atsushi Sawada

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

5 被引用数 (Scopus)

抄録

We have investigated through several experiments the differences in the fault-prone module prediction accuracy caused by the differences in the constituent code clone metrics of the prediction model. In the previous studies, they use one or more code clone metrics as independent variables to build an accurate prediction model. While they often use the clone detection method proposed by Kamiya et al. to calculate these metrics, the effect of the detection method on the prediction accuracy is not clear. In the experiment, we built prediction models using a dataset collected from an open source software project. The result suggests that the prediction accuracy is improved, when clone metrics derived from the various clone detection tool are used.

本文言語英語
ホスト出版物のタイトル2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering, SANER 2016
出版社Institute of Electrical and Electronics Engineers Inc.
ページ15-16
ページ数2
ISBN(電子版)9781509018550
DOI
出版ステータス出版済み - 5 20 2016
イベント10th International Workshop on Software Clones, IWSC 2016 - Osaka, 日本
継続期間: 3 15 2016 → …

その他

その他10th International Workshop on Software Clones, IWSC 2016
国/地域日本
CityOsaka
Period3/15/16 → …

All Science Journal Classification (ASJC) codes

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