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小型svm分类器

svm是一种用超平面定义的分类器,是一种监督的分类算法。即使用带标签的训练数据,svm得到优化的超平面,使得两类之间的距离最大,这样有什么好处呢?显而遇见,这样可以降低噪声干扰,因为超平面到数据点的距离是最大...
  Windows        C++     

svm工具箱及示例程序

svm工具箱简介及示例程序说明 svm工具箱,包括完整的工具箱,演示程序和说明文档-svm toolbox, including a complete kit, demo program and documentation...
  Matlab        Matlab     

bayes classification

This is the code  which will help you to classify large file of data using bayes classification.it uses probabilities to classify the data in the respective predefined classes and help you make the decision at the end....
  Java Development        Java     

svm训练行人检测

使用HOG+svm训练行人分类器,vs2008+opencv实现的工程,保证可以使用。样本图片由于太大,不好上传,大家可以在别处下载。 代码简洁清晰,注释详细,是学习svm和行人检测的很好的实例。...
  Image Processing        C++     

SVR Regression with Libsvm

A general problem in using Libsvm with time series regression is how to use the data. This code shows the general problem and shows the solution of it. The first plot shows the general mistake problem. The second plot shows the solution of it....
  Matlab        Matlab     

Short-term power load forecasting using Wavelet nuclear program

This program is the least squares support vector machine and Wavelet nuclear program, used for short-term load forecasting, process all right, everyone joining libsvm in debugging toolbox program all correctly....
  Matlab        Matlab     

svm实现多类分类

支持向量机在数据挖掘方向的成功使得该项技术在很多实际领域中得到广泛应用,这套代码就是在通过MATLAB来实现svm的多分类,包括对数据的预处理,样本数据的训练和预测仿真。希望对初学者有帮助。...
  Algorithm        Matlab     

svm-KMExample

svm-KMExample包含了很多svm在matlab上的实现 ,例子丰富,包含数据!...
  Matlab        Matlab     

svm直接求解与对偶求解的比较

本包包含了完整的svm工具包和自己独立完成的svm直接求解与对偶问题求解的比较,本人实现部分为比较分析svm直接求解与对偶问题求解直接的比较。 我们知道,最常用的svm算法是转换到对偶空间进行求解的,在分类是,有的算...
  Matlab        Matlab     

svm-Python-Project

This is code for supported vector machine (svm). You will get a eclipse project in svmProject.zip. Import it into eclipse for python, there are source code and data in it. svm.py contains svm algorithm and utilities function. matplot.py is the function of plot graphs. main.py is the the entance of t...
  Algorithm        Python     

svm 手写数字分类

本程序利用支持向量机分类器,实现对usps数据库中0—9十个数字的识别,利用的是数字图片的粗网格特征,维度为25维。 0~9每个数字有20张图像,一共有200个训练样本%对每个数字的20种形态记录它们的特征存入pattern.mat中 本...
  Matlab        Matlab     

matlab经典svm编程

详细的matlab程序,超经典的svm算法,详细的matlab程序,超经典的svm算法,详细的matlab程序,超经典的svm算法,详细的matlab程序,超经典的svm算法...
  Matlab        Matlab     

svm,logistic regression,perceptron分类器

svm分类器的实现,用matlab写的.支持向量机svm(Support Vector Machine)作为一种可训练的机器学习方法.  logistic回归的因变量可以是二分类的,也可以是多分类的,但是二分类的更为常用,也更加容易解释。 所以实际中最...
  Matlab        Matlab     

svm支持向量机SMO训练算法

根据SMO作者论文的伪代码编写的svm训练算法,支持更换核函数。带有两维的测试程序,按一定规则随机生成的两组散点,svm训练出最佳分类平面并画出分类平面。...
  Matlab        Matlab     

steven gunn编写的纯matlab版svm工具箱及相关介绍

这是steven gunn编写的纯matlab版svm工具箱及相关介绍,里面教会我们如何使用,方面大家移植,这是教模式识别的老师给的源程序,方便我们做入门级研究...
  Matlab        Matlab     

Matlab下svm代码

是关于Matlab下实现的svm代码!   NET = svm(NIN, KERNEL, KERNELPAR, C, USE2NORM, QPSOLVER, QPSIZE) %   (All parameters from KERNELPAR on are optional). ......................... %     'kkttol' = Tolerance for checking the KKT conditions (term...
  Matlab        Matlab     

svm进行非线性分类

使用svm对样本进行非线性分类,并画出决策面。不限制样本维数,经测试,对多维样本也有很好的分类效果。结果其他算法,可以实现较复杂的机器学习和模式识别。...
  Matlab        Matlab     

euclidean & Mahalanobis distance classification

a small function for euclidean distance classification and the Mahalanobis distance...
  Matlab        Matlab     

pso classification

this algorithm is for classification with pso algorithm. this algorithm is a heuristic algorithm. it can classify data sets too good. ...
  Matlab        Matlab     

svm classification

In image classification, an image is classified according to its visual content. For example, does it contain an airplane or not. An important application is image retrieval - searching through an image dataset to obtain (or retrieve) those images with particular visual content....
  Image Processing        Matlab     

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