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MyKmeans
实现聚类K均值算法: K均值算法:给定类的个数K,将n个对象分到K个类中去,使得类内对象之间的相似性最大,而类之间的相似性最小。 缺点:产生类的大小相差不会很大,对于脏数据很敏感。 改进的算法:k—medoids 方法。这儿选取一个对象叫做mediod来代替上面的中心 的作用,这样的一个medoid就标识了这个类。步骤: 1,任意选取K个对象作为medoids(O1,O2,…Oi…Ok)。 以下是循环的: 2,将余下的对象分到各个类中去(根据与medoid最相近的原则); 3,对于每个类(Oi)中,顺序选取一个Or,计算用Or代替Oi后的消耗—E(Or)。选择E最小的那个Or来代替Oi。这样K个medoids就改变了,下面就再转到2。 4,这样循环直到K个medoids固定下来。 这种算法对于脏数据和异常数据不敏感,但计算量显然要比K均值要大,一般只适合小数据量。(achieving K-mean clustering algorithms : K-means algorithm : given the number of Class K, n will be assigned to target K to 000 category, making target category of the similarity between the largest category of the similarity between the smallest. Disadvantages : class size have no great difference for dirty data is very sensitive. Improved algorithms : k-medoids methods. Here a selection of objects called mediod to replace the center of the above, the logo on a medoid this category. Steps : 1, arbitrary selection of objects as K medoids (O1, O2, Ok ... ... Oi). Following is a cycle : 2, the remaining targets assigned to each category (in accordance with the closest medoid principle); 3, for each category (Oi), the order of selection of a Or, calculated Oi Or replace the consumption-E (Or))
- 2005-07-26 01:32:58下载
- 积分:1
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SimpleNN
Neural networks application matlab
- 2012-04-29 16:24:00下载
- 积分:1
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kalman
kalman 的算法的MATLAB 的程序以及仿真(kalman algorithm of the MATLAB program and simulation)
- 2012-07-22 14:56:46下载
- 积分:1
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gui
GUI Matlab - Windows Form Design
- 2011-12-27 21:29:14下载
- 积分:1
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Gram-Schmidt
Gram-Schmidt正交化程序,利用pascal函数来产生一个矩阵。(Gram-Schmidt is orthogonal program,Use of PASCAL function to produce a matrix.
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- 2021-02-24 11:19:39下载
- 积分:1
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stprtool
Statistical Pattern Recognition Toolbox(This toolbox implements a selection of statistical pattern recognition methods described in the monograph )
- 2009-11-23 15:07:11下载
- 积分:1
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matlab_0_1Problem
说明: 基于MATLAB的非线性0-1规划的求解
- 2009-08-28 12:22:11下载
- 积分:1
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sba-1.5
光束法平差实现,matlab和c混合编程(Bundle adjustment to achieve matlab and c mixed programming)
- 2012-12-28 16:33:58下载
- 积分:1
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Matlab
Matlab数字图像处理源代码,里面有书上的代码,便于读者下载(Matlab Digital image processing source code,There are books code, convenient for readers to download。)
- 2013-12-05 15:19:41下载
- 积分:1
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ConvenDecoder
binary to decimal converter
- 2010-12-05 06:42:25下载
- 积分:1