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基于matlab的K均值聚类程序。其中用IRIS数据进行验证,得到了很好的结果。文件中包含了演示后的结果图,Matlab-based K-means clustering procedure. Which use IRIS data verification, have had good results. File contains the results of the demonstration plan
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程序是基于K均值聚类的RBF代码,很好的一个例子。-K means clustering procedure is based on the RBF code, a good example.
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Fast mex K-means clustering algorithm with possibility of K-mean++ initialization
(mex-interface modified from the original yael package https://gforge.inria.fr/projects/yael)
- Accept single/double precision input
- Support of BLAS/OpenMP
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A matlab example of k means clustering
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聚类方法中的K-means实现,用matlab语言实现的聚类-Clustering of K-means implementation of the cluster with matlab language
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模式识别中的K均值聚类分析方法,该方法力偶那个迭代过程来进行处理,一步步逼近结果-Pattern Recognition Analysis of K-means clustering method Couple iterative process to deal with that, step by step approach results
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K均值聚类的一个实例,附上.dat文件和程序以及运行结果,和大家一起讨论,-K means clustering of an example, attached. Dat files and programs, and operating results, and we can discuss, Oh
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用matlab实现K均值聚类算法,里面有详细的英文备注和举例,可以看明白-Achieved using K means clustering algorithm matlab
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K-means算法是最为经典的基于划分的聚类方法,是十大经典数据挖掘算法之一。K-means算法的基本思想是:以空间中k个点为中心进行聚类,对最靠近他们的对象归类。通过迭代的方法,逐次更新各聚类中心的值,直至得到最好的聚类结果。-K-means algorithm is based on the division of the classic clustering method, is ten classic one of data mining algorithm. K-means the
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经过一周的深入学习和参考本站的资料,对K均值进行了改进。可以针对简单的二维的矩阵进行任意中心个数的聚类,并且能够生成图像。-K-means clustering experiments
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K均值算法使用的聚类准则函数的误差平方和准则,通过反复迭代优化聚类结果,使所有样本到各自所属类别的中心的距离平方和达到最小。-K-means clustering algorithm uses squared error criterion function and criteria through iterative optimization clustering result, all the samples to the respective classes of the center s
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K-均值聚类算法。可自由输入初始聚类中心的个数和其坐标。-K- means clustering algorithm. The number can be entered free initial cluster centers and their coordinates.
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一个关于matlab在K均值聚类方法中的应用程序包,可运行,包含一个函数文件、一个可执行文件和一个数据文件。希望有所帮助!-a code package about K-means clustering method on matlab,including one function files,a run files and one data file.it is helpful.
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此代码为matlab代码,分为两个部分。第一部分实现K均值聚类算法应用它来压缩图像。在第二部分中,你将使用主成份分析法pca来实现人脸图像的低维表示。
-This code for the matlab code, is divided into two parts. The first part of the implementation of the K means clustering algorithm to compress the image. In the second par
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k means for clustering. v v v important
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K-means聚类程序,可用于聚类问题,自动产生大量数据,生成聚类图片(K-means clustering program, can be used for clustering problems, automatically generate large amounts of data, generate clustering images)
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K-means聚类算法的matlab实现(k-means clustering is a method of vector quantization, originally from signal processing, that is popular for cluster analysis in data mining. k-means clustering aims to partition n observations into k clusters in which each obse
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K-MEANS聚类算法实现,方法简单,容易实现(K-MEANS clustering algorithm, simple and easy to implement.)
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k means 聚类算法,适用于供应链,物流,选址等配送中心或需求点的筛选聚类(It applies for the field of supply chain, logistics, hub location to cluster the Dcs or demand points.)
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应用K-means聚类算法,实现对iris数据集的分类(Using K-means clustering algorithm to realize the Classification of iris dataset)
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