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matlab
聚类算法,不是分类算法。分类算法是给一个数据,然后判断这个数据属于已分好的类中的具体哪一类。聚类算法是给一大堆原始数据,然后通过算法将其中具有相似特征的数据聚为一类。这里的k-means聚类,是事先给出原始数据所含的类数,然后将含有相似特征的数据聚为一个类中。所有资料中还是Andrew Ng介绍的明白。首先给出原始数据{x1,x2,...,xn},这些数据没有被标记的。初始化k个随机数据u1,u2,...,uk。这些xn和uk都是向量。根据下面两个公式迭代就能求出最终所有的u,这些u就是最终所有类的中心位置。(Clustering algorithm, not a classification algorithm. Classification algorithm is to give a figure, and then determine the data belonging to a specific class of good which category. Clustering algorithm is to give a lot of raw data, and then through the algorithm which has similar characteristics data together as a class. Here k-means clustering, is given in advance the number of classes contained in the raw data, then the data contain similar characteristics together as a class. All information presented in or Andrew Ng understand. Firstly, raw data {x1, x2, ..., xn}, the data is not labeled. K random initialization data u1, u2, ..., uk. These are the vectors xn and uk. According to the following two formulas can be obtained final iteration all u, u is the ultimate all these classes the center position.)
- 2014-02-18 09:59:02下载
- 积分:1
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MATLAB
说明: 可以教你快速入门的MATLAB教程,个人觉得很好,值得学习一下(not bad)
- 2010-04-15 08:30:04下载
- 积分:1
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Lobo_imp_optmization
遗传算法ga的一个应用,应用在一个金融方面的最优解问题上。(An application of GA in financial field)
- 2011-08-24 09:27:47下载
- 积分:1
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HOG-LBP-detection
该程序分别提取正负样本图像的HOG和LBP特征,利用支持向量机进行样本训练,得到行人分类器。利用训练好的分类器进行检测,实验结果表明,该方法可以有效检测出图像中的行人,并达到了较好的检测结果。(A novel approach based on combining Histogram of oriented gradients (HOG) and LocalBinary Pattern(LBP) is suggested in the program.Also liner SVM is acted as the classifier,and the experiment suggests that the method can better deal with human detection.)
- 2021-04-21 13:38:49下载
- 积分:1
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cdmaofdm
Basics of OFDM and CDMA. The IEEE 802.11a standard. Physical Layer Challenges. Multipath causes signal fading - constructive and destructive addition.
- 2010-01-24 21:46:21下载
- 积分:1
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NonlinearSystemIdentification
这是一个用matlab编写的,基于CAMC,pid神经网络的非线性系统识别程序,能够很好的识别非线性系统(Based on CAMC/PID Nonlinear System Identification)
- 2010-03-03 15:54:53下载
- 积分:1
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MATLAB
说明: matalab编程宝典!讲述matlab编程基础的书!入门及参考都可以!(Programming matalab book! Matlab programming based on the book! Introduction and reference can be!)
- 2009-08-12 13:07:38下载
- 积分:1
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Houghbianhuan
说明: 用Hough变换进行曲线、直线等的参数提取(With the Hough transform curve, straight line extraction, etc.)
- 2011-04-11 16:50:47下载
- 积分:1
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MUSIC-algorithm
matlab实现MUSIC算法,信号样本数1000,估计自相关矩阵为八阶。(matlab to realize music algorithm)
- 2011-06-17 22:32:18下载
- 积分:1
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matlab
控制表的程序实现,用语言编写存入文本文档中(Program control table, use the language into the text document)
- 2012-06-19 17:56:59下载
- 积分:1