Penanganan Data Tidak Seimbang Menggunakan Hybrid Method Resampling Pada Algoritma Naive Bayes Untuk Software Defect Prediction

M Lutfi, AT Arsanto, MF Amrulloh… - INFORMAL: Informatics …, 2023 - jurnal.unej.ac.id
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 …

Feature Selection Using Firefly Algorithm With Tree-Based Classification In Software Defect Prediction

V Maulida, R Herteno, D Kartini, F Abadi… - Journal of Electronics …, 2023 - jeeemi.org
Defects that occur in software products are a universal occurrence. Software defect
prediction is usually carried out to determine the performance, accuracy, precision and …

A Novel Approach to Improve Software Defect Prediction Accuracy Using Machine Learning

I Mehmood, S Shahid, H Hussain, I Khan… - IEEE …, 2023 - ieeexplore.ieee.org
In software engineering community, defect prediction is one the active domain. For the
software's success, it is essential to reduce the software engineering and data-mining gap …

[PDF][PDF] Perbandingan Algoritma Klasifikasi untuk Prediksi Cacat Software dengan Pendekatan CRISP-DM

N Hidayati, J Suntoro, GG Setiaji - Jurnal Sains dan Informatika, 2021 - jsi.politala.ac.id
Proses prediksi cacat software merupakan bagian terpenting dalam sebuah pengujian
kuliatas software sering juga disebut dengan software quality yang bertujuan untuk …

Penerapan teknik ensemble untuk menangani ketidakseimbangan kelas pada prediksi cacat software

A Saifudin, RS Wahono - IlmuKomputer. com Journal of Software …, 2015 - neliti.com
Software berkualitas tinggi adalah software yang tidak ditemukan cacat selama
pemeriksaan dan pengujian. Memperbaiki software yang cacat setelah pengiriman …

Cross-project defect prediction for web application using naive bayes studi kasus: aplikasi petstore

PA Habibi - repository.uinjkt.ac.id
Prediksi cacat (defect) pada perangkat lunak merupakan hal yang rumit dan memakan
banyak waktu. AI-Based software defect predictor dapat memprediksi sekitar 75% defect …

[PDF][PDF] Evaluation of machine learning classification techniques in predicting software defects

OE Olorunshola, ME Irhebhude… - Trans. Mach. Learn …, 2020 - academia.edu
The advances in technology has brought about a significant rise in the number of software
being developed and deployed on daily basis. This has brought about more dependencies …

Prediksi cacat perangkat lunak aplikasi berbasis android menggunakan metrik proses agrega

S Ramadhina - repository.uinjkt.ac.id
Prediksi cacat perangkat lunak adalah metode untuk mengurangi biaya pengujian aplikasi
dengan menentukan area yang paling berpotensi cacat pada perangkat lunak sehingga …

[PDF][PDF] Research Article An Optimized Feature Selection Method Using Ensemble Classifiers in Software Defect Prediction for Healthcare Systems

UG Mohammad, S Imtiaz, M Shakya, A Almadhor… - 2022 - academia.edu
The healthcare systems are extensively being used with increased focus on safety of
patients. Software engineering for healthcare applications is an emerging research area …

[PDF][PDF] Software defect prediction using ensemble learning: an ANP based evaluation method

AO Balogun, AO Bajeh, VA Orie… - FUOYE J. Eng …, 2018 - academia.edu
Software defect prediction (SDP) is the process of predicting defects in software modules, it
identifies the modules that are defective and require extensive testing. Classification …