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支持向量机的研究现已成为机器学习领域中的研究热点,其理论基础是Vapnik[3]等提出的统计学习理论。统计学习理论采用结构风险最小化准则,在最小化样本点误差的同时,缩小模型泛化误差的上界,即最小化模型的结构风险,从而提高了模型的泛化能力,这一优点在小样本学习中更为突出。SVM理论正是在这一基础上发展而来的,经过十几年的研究和发展,已开始逐步应用于一些领域。在解决小样本、非线性及高维模式识别问题中表现出许多特有的优势,已经在模式识别、函数逼近和概率密度估计等方面取得了良好的效果。- Support
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本程序是先用gabor小波变换对人脸图像处理,然后在用pca进行降维,最后用svm分类器进行多分类分类识别,包扩完整的orl人脸库,需注意的是,svm工具箱是用的libsvm工具箱,运行前先配置好libsvm。版本号:libsvm-mat-2[1].89-3[FarutoUltimate3.0]-This procedure is to use the human face gabor wavelet transform image processing, and then to reduce
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matlab数学建模工具箱,线性统计聚类
(样品集,训练品集,训练品类别集)将各样品分类。-matlab toolbox of mathematical modeling, linear statistical clustering
(Sample set, set of training materials, training, product category set) to the sample classification.
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A user guide for classification toolbox using Matlab
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Online SVR工具箱,实现对数据的在线回归和分类。-Online SVR toolbox to achieve the online data regression and classification.
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介绍一个稳健性分析工具箱。主要做稳健性主成分、主成分回归、分类。-Our toolbox currently contains implementations of robust
methods for location and scale estimation, covariance estimation (FAST-MCD), regression (FAST-LTS, MCD-regression), principal
component analysis (RAPCA, ROB
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lssvm源码包 matlab工具箱可以实现分类和回归预测-lssvm source package matlab toolbox lssvmtrain lssvmpredict classification and regression forecast
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matlab 支持向量机工具箱可以实现输入数据并对数据按指定的寻优方式和核函数计算出数据分类决策函数。-matlab SVM toolbox for data classification
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基于MATLAB 第三方工具箱LSSVMLAB v1.8版本的多分类程序-Based on MATLAB Toolbox LSSVMLAB v1.8 version of the third-party multi-classification program
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这是一个高斯过程回归和分类工具箱,功能非常齐全,可以为解决高斯过程相关的问题提供很多帮助- GAUSSIAN PROCESS REGRESSION AND CLASSIFICATION Toolbox version 3.6
for GNU Octave 3.2.x and Matlab 7.x
Copyright (c) by Carl Edward Rasmussen and Hannes Nickisch, 2015-07-07.
0) HOW
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模式分类中基于BP神经网络的曲线拟合;根据BP神经网络的模型,调用MATLAB工具箱函数,通过对样本数据进行训练,对测试样本数据进行成功的预测,预测的输出值与实际值之间几乎没有偏差。-Pattern classification of curve fitting based on BP neural network Based on BP neural network model, call MATLAB toolbox function, through the training sampl
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这个是matlab分类工具箱,有大概三十多个matlab原程序-This is the classification of the matlab toolbox, there are probably more than 30 matlab program
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这个是matlab分类工具箱,有大概三十多个matlab原程序-This is the classification of the matlab toolbox, there are probably more than 30 matlab program
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这个是matlab分类工具箱,有大概三十多个matlab原程序-This is the classification of the matlab toolbox, there are probably more than 30 matlab program
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这个是matlab分类工具箱,有大概三十多个matlab原程序-This is the classification of the matlab toolbox, there are probably more than 30 matlab program
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这个是matlab分类工具箱,有大概三十多个matlab原程序-This is the classification of the matlab toolbox, there are probably more than 30 matlab program
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This toolbox is meant to facilitate the manipulation of images and video in Matlab. Its purpose is to complement, not replace, Matlab's Image Processing Toolbox, and in fact it requires that the Matlab Image Toolbox be installed. Emphasis has been pl
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一个支持向量机的matlab工具箱,具有分类,拟合等功能,希望大家下载研学阿!(A matlab toolbox, support vector machine (SVM) classification, the function such as fitting, hope everyone to download research study!)
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这个是matlab分类工具箱,有大概三十多个matlab原程序(This is the classification of the matlab toolbox, there are probably more than 30 matlab program)
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LIBSVM工具箱,提供支持向量机分类及回归预测(LIBSVM Toolbox provides support vector machine classification recognition and regression prediction)
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