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	Linear decision fusions in multilayer perceptrons for breast cancer diagnosis
	Wu, Y. F. ; Zhang, J. M. ; Wang, C. ; Ng, S. C. ; Wu YF(吴云峰)
	2013-12-12
英文摘要	We introduce a non-parametric linear decision fusion called perceptron average (PA) for breast cancer diagnosis. We concretely compare the accuracy between both two fusion strategies for breast cancer diagnosis. The PA fusion demonstrates a higher overall diagnostic accuracy versus the weighted average fusion, and the PA fusion method also exhibits a better capability of generalization when a casualty of training data sizes. Moreover, the PA fusion gains a larger area covered by its receiver operating characteristic curve
语种	英语
内容类型	期刊论文
源URL	[http://dspace.xmu.edu.cn/handle/2288/70757]
专题	信息技术－已发表论文
推荐引用方式 GB/T 7714	Wu, Y. F.,Zhang, J. M.,Wang, C.,et al. Linear decision fusions in multilayer perceptrons for breast cancer diagnosis[J],2013.
APA	Wu, Y. F.,Zhang, J. M.,Wang, C.,Ng, S. C.,&吴云峰.(2013).Linear decision fusions in multilayer perceptrons for breast cancer diagnosis..
MLA	Wu, Y. F.,et al."Linear decision fusions in multilayer perceptrons for breast cancer diagnosis".(2013).

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