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本文针对机器学习模型在代码异味检测中性能对超参数选择敏感的问题，系统比较了网格搜索、随机搜索和混合策略三种超参数优化方法在支持向量机(SVM)模型上的表现。研究发现随机搜索能显著提升功能分解(FD)异味的召回率，混合策略在保持稳定性的同时实现 ...