Description: 一款支持向量机的系列小程序，希望对大家有用吧-A series of small support vector machine program, we hope to be useful it. . Platform: |
Size: 10240 |
Author:孔强 |
Hits:
Description: 一种利用稻田算法来优化支持向量机的程序，能实现支持向量机的参数优化-algorithm Using a paddy field to optimization support vector machine procedure, can realize the support vector machine parameters optimization Platform: |
Size: 5120 |
Author:胡汇涓 |
Hits:
Description: 自己编写的一个用遗传算法来优化支持向量机参数的程序，简单易懂哦-salgorithm using GAto optimization support vector machine procedure, can realize the support vector machine parameters optimization
Platform: |
Size: 1673216 |
Author:胡汇涓 |
Hits:
Description: 一个自己编写的Tri-training算法，利用支持向量机，K近邻，和朴素贝叶斯进行协同训练-A imagecut.rar Tri-training algorithm, using support vector machine, K neighbor, and simple bayesian for collaborative training Platform: |
Size: 366592 |
Author:胡汇涓 |
Hits:
Description: 支持向量机分类程序，很好用，我已经调试过。-Support vector machine classification procedures, is very good with, I have been testing. Platform: |
Size: 1024 |
Author:liuweihua |
Hits:
Description: 介绍了支持向量机(SVM)中广泛采用的算法-分解算法 ,总结了其收敛性证明的
总体思路并对目前最流行的 SVM算法库LIBSVM进行了详细的分析与研究-Describes support vector machine (SVM) algorithm is widely used- decomposition algorithm, summed up the general idea of the convergence proof and the most popular SVM library LIBSVM algorithm carried out a detailed analysis and research Platform: |
Size: 277504 |
Author:lypan |
Hits:
Description: 基于鲁棒学习的最小二乘支持向量机及其应用
鉴于最小二乘支持向量机比标准支持向量机具有更高的计算效率和拟合精度, 但缺少标准支持向量机的鲁
棒性, 即当采样数据存在奇异点或者误差变量的高斯分布假设不成立时, 会导致不稳健的估计结果, 提出了一种鲁棒
最小二乘支持向量机方法. 该方法在最小二乘支持向量机基础上, 通过引入鲁棒学习方法来获得鲁棒估计. 仿真分析
及某湿法冶金厂的应用实例验证了该方法的可行性和有效性.- Least squares support vector machine(LS-SVM) is computationally more effi cient than the standard SVM, but
unfortunately the robustness of standard SVM is lost. LS-SVM might lead to estimates which are less robust with respect
to outliers on the data or when the assumption of a Gaussian distribution for error variables is not realistic. Therefore,
an approach based on the robust least squares support vector machine(RLS-SVM) is proposed, in which robust learning
algorithm(RLA) is employed to enhance the robust capability of LS-SVM. Finally, simulation analysis and the modeling of
a typical plant for hydrometallurgy illustrate the effectiveness and feasibility of the presented method. Platform: |
Size: 210944 |
Author:lux |
Hits:
Description: 最小二乘隐空间支持向量机
王玲 薄列峰 刘芳 焦李成
!
在隐空间中采用最小二乘损失函数$提出了 最 小 二 乘 隐 空 间 支 持 向 量 机#0*&**52H 8
同 隐 空 间 支 持 向
量机#&**52H 一样$最小二乘隐空间支持向量机不需 要 核 函 数 满 足 正 定 条 件$从 而 扩 展 了 支 持 向 量 机 核 函 数 的
选择范围
8
由于采用了最小二乘损失函数$最小二乘隐空间支持向量机产生的优 化 问 题 为 无 约 束 凸 二 次 规 划$这 比
隐空间支持向量机产生的约束凸二次规划更易求解
8
仿真实验结果表明所提算法在 计 算 时 间 和 推 广 能 力 上 较 隐 空
间支持向量机存在一定的优势
-In the hidden space, using the least square loss function space $ proposed least squares support vector machine hidden# 0* &** 52H 8
Space with the implicit support to the
The amount of machine# &** 52H $ as an implicit least squares support vector machines do not need space to meet definite conditions $ kernel function extends SVM kernel function
Range of options
8
As a result of an implicit least squares loss function space $ least squares support vector machine optimization problem arising from the unconstrained convex quadratic programming for the $ than
Hidden space support vector machines produce more constrained convex quadratic programming solver
8
Simulation results show that the proposed method in computation time and the ability to promote a more implicit empty
Between the support vector machine there is a certain advantage Platform: |
Size: 161792 |
Author:lux |
Hits:
Description: 这是对Incremental Support Vector Machine Learning的C++实现。其中提供了测试数据供使用者入手。-This is the Incremental Support Vector Machine Learning for C++ implementation. Which provides test data for the user to start with. Platform: |
Size: 1284096 |
Author:Chong |
Hits:
Description: 关于支持向量机非常详细的介绍，适合初学者学习使用。-Support vector machine on a very detailed introduction for beginners to learn to use. Platform: |
Size: 508928 |
Author:汪婵 |
Hits:
Description: 关于最小二乘支持向量机的预测控制技术的论文，希望对大家有所帮助-On least squares support vector machine model predictive control technology, the paper, we want to help Platform: |
Size: 830464 |
Author:zxq |
Hits:
Description: 一次分类支持向量机程序，可用于故障诊断中，对故障进行分类识别-A support vector machine classification procedures can be used for fault diagnosis, classification and identification of faults Platform: |
Size: 2048 |
Author:杨武 |
Hits:
Description: 在机器学习中经常会用到支持向量机，该代码是再使用支持向量机前对数据进行主成分分析的代码-We often meet support vector machine in machine learning , the code is about the principal component analysis befor using support vector machine (SVM). Platform: |
Size: 1024 |
Author: |
Hits:
Description: 本文提出了一种基于特征融合的纹理图像分类方法，它结合了纹理图像的特
点和框架小波变换方法，处理过程中充分考虑了图像各尺度间的依存关系以及不
同频带中所包含的图像纹理信息，利用支撑矢量机作为分类器，对标准纹理库中
的图像进行了仿真实验。
-This paper presents a texture feature fusion based image classification method, which combines the special texture
Point and framework for wavelet transform method, the process in full consideration of the image dependencies between the various scales and different frequency bands in the information contained in the image texture, the use of support vector machine as classifier, the texture library of standard images for simulation experiments .
Platform: |
Size: 3742720 |
Author:zhangxiang |
Hits:
Description: matlab支持向量机预测，有原始数据，有案例分析，有详细源代码（作者附录的源程序，经过本人亲自调试成功）运行之前请先安装libsvm工具箱！（案例为预测短期电力功率预测）-matlab support vector machine, there are raw data, there are case studies, a detailed source code (the author s source code appendix, after personally
Debugging success) to run before you install libsvm toolbox! (Case to predict short-term prediction electrical power) Platform: |
Size: 268288 |
Author:lisa |
Hits:
Search - support vector machine