搜索资源列表
semi-surpervised_learing
- 对传统的支持向量机分类器的改进,利用了半监督学习的方法,可以极大的提高分类效率。-The traditional support vector machine classifiers is improved with a semi-supervised learning methods, can greatly improve classification efficiency.
support_vector_machine_a_new_method_for_data
- 数据挖掘中的新方法:支持向量机 数据挖掘中的新方法——支持向量机 很全面系统介绍支持向量机的一本书-book about support vector machine ,SVM a new method for data...
svmlight-6.01
- 这个源码是用来学习支持向量机的,里面包含了多核函数。-This source is used to support vector machine learning, which includes multi-core function.
CV_SVM
- 支持向量机代码,用到了opencv,用此程序前要先安将opencv-Support Machine Vector, this programme used opencv, the opencv must be installed first before we use this programme
FaceRec
- 这是一个用matlab实现的基于支持向量机的人脸识别系统,已经本人调试通过,非常有用。-This is a matlab implementation with support vector machine-based face recognition system has been through my debugging, very useful.
LibSvm
- 支持向量机的matlab程序,台湾支持向量机实验室最新的版本-svmlib
SSVM_MATLAB
- 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.
SVM
- 一份经典的支持向量机基本原理的课件,找了好久,希望对大家有帮助。-A classic basic principle of SVM courseware, looking for a long time, we want to help.
hehanshu
- 用于核函数的选择,也是基于最小二乘支持向量机预测问题的好帮手,希望能够搬到大家。-For the selection of kernel function, is also based on support vector machine prediction is a good helper, hoping to move to you.
SVM
- SVM(支持向量机),二分类,多分类,多分类一对一,多分类一对多训练及测试matlab代码-SVM two classes muticlasses mutioneagainstone mutioneagainstall matlab code
svm_wenxian
- 支持向量机是一种新颖的机器学习方法,主要用于模式识别、回归预测、函数逼近、参数估计。相比于其他的学习方法,支持向量机不仅克服了非线性,局部极小和维数灾难问题,而且具有更好的泛化能力。-Support vector machine is a novel machine learning method, mainly for pattern recognition, regression, function approximation, parameter estimation. Compared
GA
- 一个遗传算法 ,用于优化支持向量机的核函数参数及相关参数-A function about the parameters of svm
SVM_Short-term-Load-Forecasting
- 优秀论文及配套源码。首先阐述了负荷预测的应用研究现状,概括了负荷预测的特点及其影响因素,归纳了短期负荷预测的常用方法,并分析了各种方法的优劣;接着介绍了作为支持向量机(SVM)理论基础的统计学习理论和SVM的原理,推导了SVM回归模型;本文采用最小二乘支持向量机(LSSVM)模型,根据浙江台州某地区的历史负荷数据和气象数据,分析影响预测的各种因素,总结了负荷变化的规律性,对历史负荷数据中的“异常数据”进行修正,对负荷预测中要考虑的相关因素进行了归一化处理。LSSVM中的两个参数对模型有很大影响,
bayes
- matlab 贝叶斯推断优化最小二乘支持向量机参数的实例,速度更快-matlab Bayesian least squares support vector machine parameter optimization instance, faster
SVMcg
- 用matlab实现支持向量机分类算法,通过对数据进行测试训练来进行分类-Using matlab implementation support to the classification algorithms to data, through testing and training to categorize
FIG_SVM_sh
- 模糊——支持向量机,用于模糊理论与支持向量机结合,用于数据预测-Fuzzy- support vector machines for fuzzy theory and support vector machines for data predict
code
- 基于Java语言编写的图像分割的代码,使用支持向量机的技术对图像进行分割-Written in Java-based image segmentation code, the use of support vector machine technology for image segmentation
pso_svm
- 该文件为粒子群算法优化支持向量机模型参数的matlab代码 支持向量机模型为专门用于处理不平衡数据的成本控制型支持向量机模型 用粒子群算法优化模型中的三个主要参数:C1、C2、sigma-The file is in particle swarm optimization parameters of support vector machine model matlab code for support vector machine model designed for use with
svm
- 支持向量机工具箱,有两种的。支持向量机工具箱,有两种的。-svm toolbox
SVM_classification
- 用最小二乘支持向量机进行气体分类实例,要在安装最小二乘支持向量机工具箱的前提下才能使用-Using least squares support vector machine classification of instances of the gas, to install the support vector machine can be used under the premise of the toolbox