Description: 支持向量机的工具箱，对于图像处理中的分类识别学习者有着很大帮助。分享快乐！-SVM toolbox for image processing in the classification and identification of learners have a great help to me. To share their happiness! Platform: |
Size: 125952 |
Author:hq |
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Description: libsvm is a simple, easy-to-use, and efficient software for SVM
classification and regression. It solves C-SVM classification, nu-SVM
classification, one-class-SVM, epsilon-SVM regression, and nu-SVM
regression. It also provides an automatic model selection tool for
C-SVM classification. This document explains the use of libsvm.
Platform: |
Size: 295936 |
Author:baolij |
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Description: 用于分类的一个工具箱，内含支持向量机、神经网络、主元分析、多变量样条等方法的matlab源代码，还有用户手册。-A tool for classification, including support vector machines, neural networks, principal component analysis, multivariate methods such as spline matlab source code, as well as user manuals. Platform: |
Size: 683008 |
Author:Xiaojun Tang |
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Description: 四种聚类算法源代码及示例代码,本程序的最终目的是形成一套标准的用于聚类、可扩展的工具。包括的内容有1. 聚类算法：Kmeans和Kmedoid算法、FCMclust, GKclust, GGclust算法 2. 评估分类原型：程序可以在二维图像上绘制出聚类的结果 3. 验证：程序给每一个算法提供验证机制，每个聚类算法会统计Partition Coefficient (PC), Classification Entropy (CE), Partition Index (SC), Separation Index (S), Xie and Beni s Index (XB), Dunn s Index (DI) and Alternative Dunn Index (DII)几种衡量指标。-Four clustering algorithm source code and sample code, the ultimate goal of this process is the formation of a set of criteria for clustering, scalable tool. Including the contents of 1. Clustering Algorithm: Kmeans and Kmedoid algorithm, FCMclust, GKclust, GGclust algorithm 2. Assess the classification of a prototype: The procedure can be two-dimensional images to map out the results of clustering 3. Verify: Program to provide every algorithm authentication mechanism, each clustering algorithm statistics Partition Coefficient (PC), Classification Entropy (CE), Partition Index (SC), Separation Index (S), Xie and Beni s Index (XB), Dunn s Index (DI) and Alternative Dunn Index (DII) of several indicators. Platform: |
Size: 2136064 |
Author:王梦萍 |
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Description: This a simple program that uses distance tool in matlab to determine geometry feature of the face, which then can be classification or clustering , or face recognition-This is a simple program that uses distance tool in matlab to determine geometry feature of the face, which then can be classification or clustering , or face recognition Platform: |
Size: 1024 |
Author:Imanuel |
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Description: libsvm工具箱，用于分类的绝佳工具，也可用于非线性回归及预测，或拟合，其中文本分类是其长项，回归性能非常好-libsvm toolbox, an excellent tool for the classification can also be used for non-linear regression and forecasting, or fitting, of which text categorization is its long entry and return to a very good performance, Platform: |
Size: 97280 |
Author:陈墨 |
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Description: 利用matlab的GUI编程完成了用于解决二维多类问题的分类器算法，并实现了方便的人机界面（在matlab2008a环境下编写的，由于matlab界面生成工具GUIDE版本上可能存在不兼容性，在其他低版本的matlab中运行时可能会发生错误）-GUI programming using matlab s done to resolve the problem of two-dimensional multi-class classification algorithm, and implemented to facilitate man-machine interface (written in matlab2008a environment, due to interface generation tool matlab GUIDE version of the incompatibilities that may exist, In other lower version of matlab in the run-time errors may occur) Platform: |
Size: 19456 |
Author:zhang |
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Description: This project compares the performance of SOM versus LVQ in classification problems.
Given two data sets:
‘iris.dat’ has 150 patterns of 3 classes with 4 features.
‘wine.dat’ has 178 patterns of 3 classes with 13 features.
For SOM, use its algorithm (not use MATLAB tool), but for LVQ use MATLAB tool. Platform: |
Size: 8192 |
Author:massumeh |
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Description: 模式分类工具包，内含大量的模式识别算法。可直接放于toolbox文件夹下，建立路径即可。-Pattern classification tool kit, containing a large number of pattern recognition algorithms. Can be put in the toolbox folder directly under the established path. Platform: |
Size: 1253376 |
Author:华仔 |
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Description: 该源码实现了使用基于稀疏表示的人脸识别算法。使用GPSR作为l1模最小化方法。-This pack of code implement a imges-based face recognition using sparse representation classification. In the algorithm, i employ GPSR as tool to complete the optimization procedure of l1-minimization. Platform: |
Size: 8192 |
Author:zhang chao |
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Description: 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-classification model of tool kit, using Java language. Development of the program' s main purpose is to solve the model by Ball SVM instead of the traditional means of solving two classification problems on the classical SVM model to solve multi-classification problems. This article discusses the main implementation details of the program, including related algorithms and design principles are described. Platform: |
Size: 1342464 |
Author:songchao |
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Description: 随机森林的matlab版本，重修改整理过的，可以直接拿来用，带实例。可以用来做回归法分析及分类。是机器学习中的快速有效的方法，基本不会产生过拟合。-Random Forest, an efficient regression and classification tool in area of machine learning. The Programms performs well and a demo is offered. Platform: |
Size: 585728 |
Author:xiebiwei |
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Description: 包括回归分析和概率统计，旋转机械二维全息谱计算，时间序列数据分析中的梅林变换工具，线性调频脉冲压缩的Matlab程序,数据模型归一化，模态振动，可以实现模式识别领域的数据的分类及回归。- Including regression analysis and probability and statistics, Rotating machinery 2-d holographic spectrum calculation, Time series data analysis Mellin transform tool, LFM pulse compression of the Matlab program, Normalized data model, modal vibration, You can achieve data classification and regression pattern recognition. Platform: |
Size: 10240 |
Author:tzctpi |
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Description: 调试通过可以使用，感应双馈发电机系统的仿真，基于matlab GUI界面设计,gmcalab 快速广义的形态分量分析，代码里有很完整的注释和解释，时间序列数据分析中的梅林变换工具，课程设计时编写的matlab程序代码，可以实现模式识别领域的数据的分类及回归。- Debugging can be used, Simulation of doubly fed induction generator system, Based on matlab GUI interface design, gmcalab fast generalized form component analysis, Code, there are very complete notes and explanations Time series data analysis Mellin transform tool, Course designed to prepare the matlab program code, You can achieve data classification and regression pattern recognition. Platform: |
Size: 9216 |
Author:rytggme |
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Description: 1. 使用matlab自带的人脸识别工具（Viola-Jones算法）找出人脸的位置，并裁剪出人脸区域。
2. 使用Gabor滤波器识别出人脸的局部特征及纹理。
3. 训练一个SVM进行表情分类。
4. 交叉验证得到表情分类正确率为83.3 。
操作说明和系统描述请见ReadMe.-1. Using matlab with face detection tool (Viola-Jones algorithm) to find the location of a human face, and cut out the face region.
2. Use Gabor filter to identify the face local feature and texture.
3. Adopt SVM to train a facial expression classifier.
4. Use cross-validation to exam the classification accuracy: 83.3 . Platform: |
Size: 5593088 |
Author:冯溢 |
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Description: Libsvm is a simple, easy-to-use, and efficient software for SVM
classification and regression. It solves C-SVM classification, nu-SVM
classification, one-class-SVM, epsilon-SVM regression, and nu-SVM
regression. It also provides an automatic model selection tool for
C-SVM classification. This document explains the use of libsvm. Platform: |
Size: 2918400 |
Author:刘晓颖 |
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Search - classification of matlab tool.