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10下载:
用遗传算法进行特征选取和svm参数优化的程序。遗传算法工具箱goat已在压缩包 需要安装libsvm就可以直接运行。数据集采用UCI中的german数据集,并完成归一化操作,Genetic algorithm with feature selection and parameter optimization svm procedures. Genetic Algorithm Toolbox in goat need to install libsvm package can be run dir
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mRMR_0.9_compiled最小冗余和最大相关特征选取源代码,-This package is the mRMR (minimum-redundancy maximum-relevancy) feature selection method, whose better performance over the conventional top-ranking method has been demonstrated on a number of data sets in recent pu
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Feature Selection using Matlab.
The DEMO includes 5 feature selection algorithms:
• Sequential Forward Selection (SFS)
• Sequential Floating Forward Selection (SFFS)
• Sequential Backward Selection (SBS)
• Se
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利用最小互信息实现向量的特征选择,优化分类器的设计,原创-The use of mutual information to achieve the smallest feature selection vectors, optimizing the classifier design, originality
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模式识别基本方法matlab源代码,包括最小二乘法、SVM、神经网络、1_k近邻法、剪辑法、特征选择和特征变换-Basic method of pattern recognition matlab source code, including the least squares method, SVM, neural networks, 1_k neighbor method, the clip method, feature selection and feature transformati
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主成分分析法实现特征选择,里面有非常详细的算法介绍,还有一个现实实例介绍,非常具象,里面贴有实现算法的matlab代码-Principal component analysis (PCA)to achieve feature selection , which has a very detailed descr iption of algorithms , there is a real example to illustrate , very concrete , which is affix
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机器学习matlab源代码,包括多分类SVM,模式识别,特征选择,回归等算法。-The spider is intended to be a complete object orientated environment for machine learning in Matlab. Aside from easy use of base learning algorithms, algorithms can be plugged together and can be compared with
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特征选择算法,效果很好。可以解决维数高、训练样本数少的问题。-include both C version (mex-function) and Matlab version:
SBSVM_c.cc
SBSVM_m.m
A testing case is also provided in file Speed_Comp.m
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用matlab实现三类三维的特征选择,效果特别好-feature selection code of matlab
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以数字与字母识别系统的基本处理流程为主线,从待识别数据的获取入手,通过预处理、特征的提取与选择,到分类器的设计等部分都进行了较为详尽的分析与研究,MATLAB仿真实验表明;采用最小距离法对所给出的一组数字及字符图片进行不同的分块识别,最终得出分8块识别率为85.71 ;分16块识别率为95.71 ;分20块识别率为95 ;具有较高的识别率。-The basic process flow of the numbers and letters recognition system as the ma
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基于基因遗传算法的特征选择程序
高喊制图功能,直接给出匹配耦合-Feature selection based on GA in Matlab
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特征选择matlab程序, 由多种特征选择算法组成,可根据需要进行选择-Feature selection matlab program, which composed by a variety of feature selection algorithm
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It's a Matlab toolbox designed by ASU. It is easy to use and you can use it to achieve the feature selection, classify and so on.
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配合MIToolbox在matlab中使用(use it together with MIToolbox in Matlab for feature selection)
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是关于文章Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification的Matlab源代码,希望对从事这个方向的人员有所帮助。(Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification)
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