Puji Nama Tuhan, dengan mengucapkan puji syukur kehadirat Tuhan Yang Maha Esa yang
telah melimpahkan hikmat marifat dan karunia-Nya, sehingga pada akhirnya penulis dapat …

The dataset of software metrics in general are not balanced (unbalanced). An imbalance
distribution of classes and attributes that are not relevant may decrease the performance of …

Efects are actual errors that can be found in the software. The existence of defects can make
the software does not work optimally even crashes. The existence of defect is something that …

Kualitas perangkat lunak merupakan salah satu penelitian pada bidang rekayasa perangkat
lunak yang memiliki peranan yang cukup besar dalam terbangunnya sistem perangkat …

Software defect prediction is software data that is used to identify a software module and can
also be used to predict software defects. Before carrying out further trials, it is necessary to …

The field of information technology requires software, which has significant issues. Quality
and reliability improvement needs damage prediction. Tree-based algorithms like Random …

Software defects are one of the main contributors to information technology waste and lead
to rework, thus consuming a lot of time and money. Software defect prediction has the …

The prediction accuracy of defects in code can help direct the test effort, reduce costs and
improve software quality. Until now, many researchers have applied various types of …

Dataset software metrics secara umum bersifat tidak seimbang, hal ini dapat menurunkan
kinerja model prediksi cacat software karena cenderung menghasilkan prediksi kelas …

The software defect can cause the unnecessary effects on the software such as cost and
quality. The prediction of the software defect can be useful for the developing of good quality …