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基于蜉蝣优化的混合 MLP-CatBoost 分类器超参数调优用于心脏病检测 ...
为解决心脏病诊断难题,研究人员开展了基于改进 CatBoost 算法和多层感知器(MLP)分类器的研究。他们利用蜉蝣优化算法调优模型超参数,哈里斯鹰优化技术筛选特征。结果显示,在两个数据集上准确率分别达 98.7% 和 99.2%,提升了诊断准确性。 心脏病诊断是 ...
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