QMOOD (Quality Model for Object Oriented Design) is a hierarchical design quality model consisting of four layers and evaluates the relationships between these layers. This model calculates the values of software quality attributes using object-oriented software metrics. In this study, quality changes of open source WEKA data mining software versions were observed using QMOOD. While adding new features to the software and changing the software design structure directly affected the attributes of QMOOD, such as functionality, flexibility, and reusability, the hierarchy change of the versions caused volatility in the scores of extensibility and effectiveness. On the other hand, the increasing number of methods and classes in new versions negatively affected the value of understandability. As a result of the study, it was observed that the structural changes in the WEKA versions were parallel with the quality scores obtained with QMOOD.
: March 19, 2020
|APA||Gündüz, H . (2020). WEKA Veri Madenciliği Yazılımının Sürümleri Arasındaki Kalite Değişimlerinin QMOOD ile İncelenmesi . Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , 7 (2) , 825-836 . DOI: 10.35193/bseufbd.699266|