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Journal : Journal of Software Engineering

Absolute Correlation Weighted Naïve Bayes for Software Defect Prediction Asmono, Rizky Tri; Wahono, Romi Satria; Syukur, Abdul
Journal of Software Engineering Vol 1, No 1 (2015)
Publisher : IlmuKomputer.Com

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Abstract

The maintenance phase of the software project can be very expensive for the developer team and harmful to the users because some flawed software modules. It can be avoided by detecting defects as early as possible. Software defect prediction will provide an opportunity for the developer team to test modules or files that have a high probability defect. Naïve Bayes has been used to predict software defects. However, Naive Bayes assumes all attributes are equally important and are not related each other while, in fact, this assumption is not true in many cases. Absolute value of correlation coefficient has been proposed as weighting method to overcome Naïve Bayes assumptions. In this study, Absolute Correlation Weighted Naïve Bayes have been proposed. The results of parametric test on experiment results show that the proposed method improve the performance of Naïve Bayes for classifying defect-prone on software defect prediction.
Co-Authors Abdul Razak Naufal Abjadi, Khalid Abuk, Aleksandria Abyadul Fitriyah Adisan, Adisan Affandy Affandy Agil Al Idrus Agil Al Idrus, Agil Al Agung Prabowo Agus Ramdani Ahmad Farhan, Ahmad Ahmad Raksun, Ahmad Ahmad Ruslan Ahmadin Ahmadin Aisyah, St. Akbar Prayudi, Lalu Al Jum'ah, Muhammad Naim Alawiyah, Rita Alifia Niza Salafy Alrizal, Fahmi Firdaus Amanda, Dwika Melani Aminah Zaim Alyaminy, Ishmah Humaidatul Aming Wahyudi B Lolon Amir, Alya Amlis, Muh. Ferdin Al Rizky Ananda, Sri Devi Anasius Dei Ndewi Andre Rachmat Scabra Andry Kartika, Ni Made Anggita Salsabila, Afra Ardani, Sarwan Ardin Ardin, Ardin Arifin, Rizki Dewi Sativa Lestari Arifin, Teguh Aris Doyan Asiari, Asiari Asih Rohmani, Asih As’ad, Ajmal Ayu Pertiwi Azhar, Saifulloh Azwar Maas Baiq Sri Handayani Bambang Hendro Sunarminto Bambang Priyanto, Bambang Barazili, Sigit Benito Heru Purwanto Br Barus, yenni yosita Bria, Yunita Namok Budiman Nadapdap, Panri Budimansyah Budimansyah Casidi, Casidi Damar Pamenang, Galang Decky Aditya Zulkarnaen Delsiana Anjel Zoghara Desi Indah Natalia Besi Devid Saputra Dewi, Alfiana Chanda Dewi, Gusti Ayu Kartika Dianam Didik Santoso Didin Hikmah Perkasa Dina, Patrisia Kurnia Diniah, Siti Endar Pituringsih Erni Raster Klau Erwin Yudi Hidayat Fachmi , Muhammad Fadilah, Nurjariati Fajri, Lalu Moh. 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