Description: support vector classification machine
％ soft margin
％ uses "kernel.m"
％
％ xtrain: (Ltrain,N) with Ltrain: number of points N: dimension
％ ytrain: (Ltrain,1) containing class labels (-1 or +1)
％ xrun: (Lrun,N) with Lrun: number of points N: dimension
％ atrain: alpha coefficients (from svcm_train on xtrain and ytrain)
％ btrain: offest coefficient (from svcm_train on xtrain and ytrain)
％
％ ypred: predicted y (Lrun,1) containing class labels (-1 or +1)
％ margin: (signed) separation from the separating hyperplane (Lrun,1-support vector machine classification% s oft margin% uses "kernel.m"%% xtrain : (Ltrain, N) with Ltrain : number of points N : % ytrain dimension : (Ltrain. 1) containing class labels (-1 or 1)% xrun : (Lrun, N) with Lrun : number of points N : % atrain dimension : alpha coefficients (from svcm_train on xtrain and ytrain)% btrain : offest coefficient (from svcm_train on xtrain and ytrain)%% ypred : predicted y (Lrun. 1) containing class labels (-1 or 1)% margin : (signed) separation from the separating hyper plane (Lrun, 1 Platform: |
Size: 1024 |
Author:wang |
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Description: 基于libsvm，开发的支持向量机图形界面(初级水平)应用程序，并提供了关于C和sigma的新的参数选择方法，使得SVM的使用更加简单直观.参考文章 Fast and Efficient Strategies for Model Selection of Gaussian Support Vector Machine 可google之。-Based on the libsvm, development of support vector machine graphical interface applications, and provides information on the C and sigma parameters of the new selection method, SVM makes use of more simple and intuitive Platform: |
Size: 732160 |
Author:戴愚 |
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Description: (数据挖掘新方法-支持向量机)PDF格式的!知道支持向量机(SVM),肯定知道它是一本非常经典的图书!支持向量机(support vector machine，SVM)是数据挖掘中的一项新技术，是借助于最优化方法解决机器学习问题的新工具．-(new data mining method-SVM) PDF format! Know Support Vector Machine (SVM), certainly aware that it is a very classic books! SVM (support vector machi ne, SVM) is a data mining of a new technology, Optimization is using machine learning methods to solve problems of the new tools. Platform: |
Size: 7763968 |
Author:wuyuqian |
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Description: 提出了一种基于支持向量机的多类模拟调制方式识别算法。该算法通过分析模拟调制信号的特点，提取有效的特征向量以区分不同的调制方式，并基于支持向量机和判决树分类思想，将特征向量映射到高维空间中加以分类。-A support vector machine based on the many types of analog modulation recognition algorithm. The algorithm by analyzing the characteristics of analog modulation signal to extract effective feature vector in order to distinguish between different modulation methods, and based on support vector machines and decision tree classification of ideas, will feature vector is mapped to the high-dimensional space to be classified. Platform: |
Size: 224256 |
Author:zhaoxiufen |
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Description: 支持向量机的MATLAB训练测试源代码,绝对好用.-MATLAB Support Vector Machine Training test source code, the absolute ease of use. Platform: |
Size: 2816000 |
Author:郭志强 |
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Description: Support Vector Machine is small sample method based on statistic learning theory. It is a new method to deal with the highly nonlinear classification and regression problems .It can better deal with the small sample, nonlinear and -Support Vector Machine is small sample method based on statistic learning theory. It is a new method to deal with the highly nonlinear classification and regression problems. It can better deal with the small sample, nonlinear and Platform: |
Size: 32768 |
Author:张真 |
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Description: 介绍支持向量机SVM介绍的参考文献以及程序源代码，-Introduction of support vector machine SVM introduce references as well as source code, Platform: |
Size: 245760 |
Author:qi kang |
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Description: breast cancer dataset，是研究支持向量机，样本选择方法，核方法的一个非常重要的数据集-breast cancer dataset, is to examine the support vector machine, sample selection methods, nuclear methods of a very important data set Platform: |
Size: 14336 |
Author:wct |
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Description: 模糊支持向量机与主成分分析在人脸识别中的应用-Fuzzy Support Vector Machine with Principal Component Analysis Applied on Face Recognition Platform: |
Size: 5130240 |
Author:戴欢 |
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Description: C针对模式识别问题H描述了支持向量机的基本思想H着重讨论了OD=?PI最小二乘=?PI加权=?P 和直接
=?P 等新的支持向量机方法H用于降低训练时间和减少计算复杂性的海量样本数据训练算法分块法I分解法H提
高泛化能力的模型选择方法H以及逐一鉴别法I一一区分法IPD., 分类法I一次性求解等多类别分类方法@最后给
出了污水生化处理过程运行状态监控的多类别分类实例@作为结构风险最小化准则的具体实现H支持向量机具有
全局最优性和较好的泛化能力-C for pattern recognition problem of H describes the support vector machine basic idea of H focused on the OD =? PI squares =? PI weighted =? P and direct =? P, such as new support vector machine method used to reduce training time H and reduce the computational complexity of the mass sample data training algorithm block decomposition H Act I improve generalization ability of the model selection method to identify H as well as one by one law I 11 to distinguish between law IPD., classification, etc. I one-time solution of multi-class classification method @ Finally, biological wastewater treatment processes to monitor the operational status of the multi-class classification example @ as structural risk minimization criteria for the concrete realization of H support vector machine with the global optimum and good generalization ability Platform: |
Size: 221184 |
Author:limingxian |
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Description: 支持向量机
这是我的老师编写的matlab源文件
希望对大家有用-Support Vector Machine This is my teacher, matlab source document prepared for the U.S. hope that useful Platform: |
Size: 237568 |
Author:yan zhe |
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Description: LSVMK Langrangian Support Vector Machine algorithm
LSVMK solves a support vector machine problem using an iterative
algorithm inspired by an augmented Lagrangian formulation. Platform: |
Size: 1024 |
Author:西晃云 |
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Description: 支持向量机，用于分类。Classify using (a very simple implementation of) the support vector machine algorithm-Support Vector Machines for classification. Classify using (a very simple implementation of) the support vector machine algorithm Platform: |
Size: 2048 |
Author:黄乾 |
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