Description: introduction and codes of using statistical pattern recognition toolbox in matlab.THIS is useful tutorial among many. Platform: |
Size: 983040 |
Author:tursunwali |
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Description: 模式识别大作业，包括k均值算法，感知器算法等介绍及其MATLAB程序-The homework of Pattern Recognition, including the k-means algorithm, Perceptron algorithm introduces its MATLAB program Platform: |
Size: 336896 |
Author:王鹏飞 |
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Description: this rar file contains matlab files for pattern recognition where the patterns are six different shapes taken videos and that matlab gives the pattern-this rar file contains matlab files for pattern recognition where the patterns are six different shapes taken videos and that matlab gives the pattern Platform: |
Size: 2048 |
Author:Mostafa Helal |
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Description: The following Matlab project contains the source code and Matlab examples used for neural network for pattern recognition tutorial. Simple tutorial on pattern recognition using back propagation neural networks. the program has 3 classes with 3 images per class.
The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there. Platform: |
Size: 2048 |
Author:sina |
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Description: MATLAB模式识别，自己写的老师上课布阵的几类分类器(MATLAB pattern recognition, several classifiers to write their own teacher team) Platform: |
Size: 24576 |
Author:SDNLab
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Description: 模式识别与智能计算-Matlab技术实现的光盘文件，可以直接执行(Pattern recognition and intelligent computing, -Matlab technology to achieve the compact disk file, can be directly implemented) Platform: |
Size: 1183744 |
Author:DD_claude
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Description: 该支持向量机程序可直接在matlab调用，程序的调用可用来事项matlab模式识别相关(The call of the program can be used for matlab pattern recognition related to matters.) Platform: |
Size: 8192 |
Author:红客薰衣草
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Description: matlab模式识别工具箱的应用，由于本版本的MATLAB不能实现对EXCEL的智能摄取，所以要手动修改数组。(The use of matlab pattern recognition toolbox, because this version of MATLAB can not achieve the intelligent uptake of EXCEL, so you have to manually modify the array.) Platform: |
Size: 34514944 |
Author:zengge678 |
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Description: SVM(Support Vector Machine)指的是支持向量机，是常见的一种判别方法。在机器学习领域，是一个有监督的学习模型，通常用来进行模式识别、分类以及回归分析。
Vapnik等人在多年研究统计学习理论基础上对线性分类器提出了另一种设计最佳准则。其原理也从线性可分说起，然后扩展到线性不可分的情况。甚至扩展到使用非线性函数中去，这种分类器被称为支持向量机(Support Vector Machine，简称SVM)。支持向量机的提出有很深的理论背景。
支持向量机方法是在后来提出的一种新方法。
SVM的主要思想可以概括为两点:
它是针对线性可分情况进行分析，对于线性不可分的情况，通过使用非线性映射算法将低维输入空间线性不可分的样本转化为高维特征空间使其线性可分，从而使得高维特征空间采用线性算法对样本的非线性特征进行线性分析成为可能。
它基于结构风险最小化理论之上在特征空间中构建最优超平面，使得学习器得到全局最优化，并且在整个样本空间的期望以某个概率满足一定上界。(442/5000
SVM(Support Vector Machine) refers to Support Vector Machine, which is a common discriminant method. In the field of machine learning, it is a supervised learning model, which is usually used for pattern recognition, classification and regression analysis.
Vapnik et al. proposed another design criterion for linear classifier on the basis of years of statistical learning theory. The principle is also derived from linear separability, and then extends to linear inseparability. Even extending to the use of nonlinear functions, this classifier is called Support Vector Machine (SVM). The support vector machine has a deep theoretical background.) Platform: |
Size: 633856 |
Author:飛上云端 |
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Description: Stanford 大学的深度学习源代码，可用于模式识别和预测，比较稳定。(Stanford University's deep learning source code can be used for pattern recognition and prediction, and is relatively stable.) Platform: |
Size: 35840 |
Author:心路历程 |
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