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Computer-Implemented Method for Clustering Data and Computer-Readable Medium Encoded with Computer Program to Execute Thereof
Computer-Implemented Method for Clustering Data and Computer-Readable Medium Encoded with Computer Program to Execute Thereof
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机译:计算机实现的数据聚类方法和计算机程序编码的计算机可读介质以执行该方法
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摘要
Inferences acquired by applying clustering analysis cannot be reliably assessed before data-originated errors are quantified, an exacting task that is often not performed. This invention presents a clustering method suited for this purpose. Designed for systems with normally distributed error, a common trait to many data systems, and built on a framework of agglomerative hierarchical clustering, this invention treats each observation as a Gaussian distribution function, uses an exact mathematical relation to track error, and gives results from which quantitative statistics are easily extracted.
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