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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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fisaher analysis feature selection
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高校的ICA计算代码,广泛用于特征选择,降维,目标识别等-Colleges and universities ICA calculation code, widely used in feature selection, dimensionality reduction, target identification, etc.
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Colletion of SVM-gentetice feature selection programs that implement in matlab
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粗糙集代码
data reduction with fuzzy rough sets or fuzzy mutual information
fuzzy preference rough set based feature evaluation and selection
-Rough code data reduction with fuzzy rough sets or fuzzy mutual information fuzzy preference rough set bas
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hierarchical feature selection code in matlab-hierarchical feature selection code in matlab..
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Kuschner论文,贝叶斯网络方法在质谱数据特征选择。其中关于机器学习中贝叶斯分类器部分有完整原理分析,可以用于认知无线电网络的频谱感知等新领域。含有matlab程序大于100页,子函数很多。-Kuschner paper, Bayesian network methods of feature selection in mass spectrometry data. One of the Bayes classifier machine learning part of a complete
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这是一个基于量子行为的粒子群算法(QPSO)用于特征选择的matlab程序,用户可以选择目标函数优化方向、种群大小,也可以在内部修改QPSO的参数beta-this is a feature selection program based on quantum_behaved particle swarm optimization of matlab ,the user can chose the object function optimization direction,the scale
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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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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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模式识别中基于可分离性判据的特征选择的matlab实现的源码及注释-In the pattern recognition based on feature selection of separability criterion of matlab source code and annotations
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confusion matrix feature selection in clody system matlab
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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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