US-XGB Models for Defect Prediction

These files contain two pickle models featuring thousands of machine learning models drawn from the Bug Prediction and Jureczko datasets. These models were trained on extensive data and are suitable for use in bug prediction research data. The models are easy to employ and can be integrated into existing systems with minimal effort. We believe that these models will be a valuable resource for researchers and practitioners working in the field of machine learning and software engineering.本数据集附带的文件包含2个pickle序列化模型，其中涵盖了从缺陷预测（Bug Prediction）数据集与Jureczko数据集中提取的数千个机器学习模型。上述模型均基于大规模训练数据完成训练，可应用于缺陷预测相关研究场景。该类模型部署便捷，仅需投入极少量工作量即可集成至现有系统中。我们认为，本批模型将为机器学习与软件工程领域的研究人员及从业者提供极具价值的研究资源。