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用于三分类的bp算法matlab程序
下面是一个两概念(一个三角形和一个矩形)学习的例子,是一个典型的多分类例子
分类结果的正确率可通过训练网络进一步提高
-for three classification algorithm Matlab procedures bp below is a two concepts (a triangle and a Moment fractal) learning example is a typical example of multi-c
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LIBSVM 是台湾大学林智仁 (Chih-Jen Lin) 博士等开发设计的一个操作简单、易于使用、快速有效的通用 SVM 软件包,可以解决分类问题(包括 C- SVC 、n - SVC )、回归问题(包括 e - SVR 、 n - SVR )以及分布估计( one-class-SVM )等问题,提供了线性、多项式、径向基和 S 形函数四种常用的核函数供选择,可以有效地解决多类问题、交叉验证选择参数、对不平衡样本加权、多类问题的概率估计等。,LIBSVM is林智仁Taiwan Univ
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用matlab实现非线性支持向量机分类器对多类进行分类。-Using matlab to achieve non-linear support vector machine classifier for multi-class classification.
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SVM分类器,用于对多维采样点进行分类。可根据类别数修改分类器,我们的模式识别作业。-SVM classifier, multi-dimensional sampling points used for classification. Can be modified according to the number of classification categories, and our pattern recognition operation.
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用于对IRIS数据进行分类的各种分类器,用于对多维采样点进行无监督分类。可根据类别数修改分类器,模式识别作业的部分代码。-IRIS data for the various classification categories, for sampling points on the multi-dimensional non-supervised classification. Can be modified in accordance with several types of classifi
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Bayes classification is on of data at employed for binary classification in first level and it can be extended for multi level of selection
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Multi-class Coding (adapted from from LS-SVM for SPIDER). Encode (code_MOC, code_ECOC, code_OneVsAll, code_OneVsOns) and decode (codedist_hamming, codedist_bay) a multi-class classification task into multiple binary classifiers.
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MATALB 编写的最小二乘支持向量机,可实现多分类问题,包含双参数优化。-LSSVM compiled by MATLAB language,It can realize multi-classification,and work very well.
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HSSVM是一个用超球SVM(Hyper-Sphere Support Vector Machines)模型求解多分类问题的工具包,采用Java语言实现。开发该程序的主要目的,是利用超球SVM求解模型代替传统上借助于解二分类问题的经典SVM模型来求解多分类问题。本文将论述该程序的主要实现细节,包括相关算法及设计原理的描述。-HSSVM is an ultra ball SVM (Hyper-Sphere Support Vector Machines) to solve multi-classi
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粒子群优化算法的源程序代码 经验证是可行的-Personal collection of a directed acyclic graph support vector machine for multi-classification problems
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这是一个高斯分类算法的程序,有多种多元分类算法。-This is a gaussian classification algorithm of the program, a variety of multi-classification algorithm.
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SVM的多分类问题MATLAB工具包。传统的SVM只支持二分类问题,MATLAB自带的工具包也存在同样的问题。可以在setpath中导入此包,便可轻松将SVM问题扩展到多分类的层面。-A matlab toolkit to solving multi-classification problems based on svm. Traditional svm and the matlab toolkit svmtrain can only support for bi-classificati
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程序展示了bayes classifier对于连续数据的应用,假设数据均服从高斯分布。程序包含了binary classification和multi-classification的例子。-Program shows bayes classifier for continuous data applications, assume that the data are Gaussian. Program includes a binary classification and multi-clas
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关于matlab的多分类问题的几篇文章,对于学习matlab 中的svm 多分类问题有帮助-Multi-classification on matlab several articles for learning in matlab svm multi-classification helpful
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利用SVM进行多分类的matlab 程序,m文件-Multi classification by using SVM matlab program, the m file
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基于MATLAB 第三方工具箱LSSVMLAB v1.8版本的多分类程序-Based on MATLAB Toolbox LSSVMLAB v1.8 version of the third-party multi-classification program
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多分类线性判别分析,主要用于近红外及红外光谱等多元数据的模式识别问题-Multi-classification linear discriminant analysis, mainly used for pattern recognition problems near infrared and infrared spectroscopy, multivariate data
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监督学习多分类matlab实现,源码及讲解,很好的学习资料-Multi-supervised learning classification matlab realization, source code and explanation, good learning materials
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本程序是先用SDksjd小波变换对人脸图像处理,然后在用temp1进行降维,最后用temp2分类器进行多分类分类识别。matlab程序实现,调试没有错误。-This procedure is to use wavelet transform SDksjd face image processing, and then use temp1 dimensionality reduction, and finally multi Classification for identification te
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该逻辑蒂斯回归模型matlab程序用于数据多分类,适用于有监督,学习型模型。(the matlab code of logistic regression used for data multi-classification. it is a kind of unsurpervisor study.)
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