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NIAID Data Ecosystem2026-03-11 收录

软件缺陷预测

软件质量度量

数据链接：

https://zenodo.org/records/268439 数据链接链接失效反馈

官方服务：

资源简介：

This is one of the NASA Metrics Data Program defect data sets.

创建时间：

2020-01-24

ReDef (Revert-based Defect dataset)

软件缺陷预测

代码分析

ReDef数据集是从22个大规模的C/C++项目中收集的，它是一个高置信度的即时软件缺陷预测数据集，其中包含通过回滚操作锚定和GPT辅助过滤的函数级修改。该数据集进一步通过手动抽样验证其可靠性，包含3,164个缺陷修改和10,268个清洁修改，总共有13,332个条目。ReDef数据集旨在为即时软件缺陷预测提供更可靠的数据支持，帮助研究人员更好地理解和预测代码中的缺陷。

arXiv2025-09-11 更新410

Columba, Eclipse JDT.Core and Scarab

软件缺陷预测

缺陷数据噪声消除

Many software defect prediction models have been built using historical defect data obtained by mining software repositories (MSR). Recent studies have discovered that data so collected contain noises

NIAID Data Ecosystem110

Prediction performance of F-score for within project prediction.

软件缺陷预测

性能评估

Prediction performance of F-score for within project prediction.

Figshare2024-04-11 更新80

The results of bug reports classification by the LR algorithm.

缺陷报告分类

软件缺陷预测

The results of bug reports classification by the LR algorithm.

Figshare2025-10-15 更新110

Summary of JIT defect prediction works by using feature learning.