Research
15,601 papers- Multi-cohort ensemble learning framework for vaginal microbiome-based endometrial cancer detection.Frontiers in cellular and infection microbiology · 2025
- DDEvENet: Evidence-based ensemble learning for uncertainty-aware brain parcellation using diffusion MRI.Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society · 2025
- Ensemble Learning Approaches for Automatic Detection of Chronic Kidney Disease Stages during Sleep.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference · 2024
- Ensemble learning guided survival prediction and chemotherapy benefit analysis in high-grade chondrosarcoma: A study based on the surveillance, epidemiology, and end results (SEER) database.Journal of orthopaedic surgery (Hong Kong) · 2025
- Ensemble learning approach for detecting breast invasive ductal carcinoma from histopathological images.Pathology, research and practice · 2025
via PubMed
Article · 中文
在统计学和机器学习中，集成学习（英語：Ensemble learning）方法使用多种学习算法来获得比单独使用任何单独的学习算法更好的预测性能。不像统计力学中的系综通常是无限的，机器学习集合仅由一组具体的有限的可替代模型组成，但通常允许在这些可替代方案中存在更灵活的结构。
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