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单词 Cluster analysis
释义

Cluster analysis

英语例句库

The cluster analysis method of karyotype resemblance-near coefficient was used to study the relationship and evolution of seven species in the genus Kerria.

摘要运用核型近似系数聚类分析方法,分析了胶蚧属7种紫胶虫的亲缘关系与系统演化。

Focus on design and implementation of K-Means-based anomaly detection algorithm engine and cluster analysis module, as well as the Apriori algorithm based on correlation analyzer.

重点设计和实现了基于K-Means 算法的异常检测引擎和聚类分析模 块,以及基于Apriori 算法的关联分析器。

中文百科

聚类分析

聚类分析英语:Cluster analysis,亦称为群集分析)是对于统计数据分析的一门技术,在许多领域受到广泛应用,包括机器学习,数据挖掘,模式识别,图像分析以及生物信息。聚类是把相似的对象通过静态分类的方法分成不同的组别或者更多的子集(subset),这样让在同一个子集中的成员对象都有相似的一些属性,常见的包括在坐标系中更加短的空间距离等。

一般把数据聚类归纳为一种非监督式学习。

英语百科

Cluster analysis 聚类分析

The result of a cluster analysis shown as the coloring of the squares into three clusters.

Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). It is a main task of exploratory data mining, and a common technique for statistical data analysis, used in many fields, including machine learning, pattern recognition, image analysis, information retrieval, bioinformatics and data compression.

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更新时间:2025/6/24 0:33:20