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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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a complete paper GA based feature selection
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Feature selection methods for machine learning algorithms such as SVR, including one filter-based method (CFS) and two wrapper-based methods (GA and PSO). The gridsearch is for the grid search for the optimal hyperparemeters of SVR. The SVM_CV is for
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遗传算法(GA)是一类借鉴生物界自然选择和遗传原理的随机优化搜索算法。其主要特点是群体搜索策略和群体中个体间的信息交换、搜索不依赖于梯度信息。-Genetic algorithms (GA) is a type of reference biological principle of natural selection and random genetic optimization search algorithm. Its main feature is a group of search s
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基于遗传算法和距离的特征选择,用于人工智能和模式识别,进行降维-Distance based on genetic algorithms and feature selection for artificial intelligence and pattern recognition, dimensionality reduction
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aco-ga for feature selection
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Support Vector Machines, one of the new techniques for pattern classifi cation, have been widely used in many application areas. The kernel
parameters setting for SVM in a training process impacts on the classifi cation accuracy. Feature
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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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matlab中编的基于遗传算法的转子故障特征选择的小程序,新手程度,仅供参考-matlab in the series based on genetic algorithm rotor fault feature selection of small programs, novice level, for reference only
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Genetic algorithm for feature selection
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Genetic algorithm feature selection by using SVM
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Genetic algorithm for feature selection using GLM
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Genetic algorithm feature selection by using Logistic Regression
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基因演算法運用在特徵選取上,其中包含主程式、副程式與資料集,可讓使用者快速學習上手。個人認為程式寫得過於複雜,但週延仔細。-Genetic algorithms used in the feature selection, which contains the main program, subroutines and data sets, allowing users to quickly learn to use. Programs written personally think is t
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This submission contains
(1) Journal Article on Zernike Moments, Genetic Algorithm, Feature Selection and Probabilistic Neural Networks.
(2) MATLAB code to do Feature Selection Using Genetic Algorithm.
NB:
(i) This code is short BUT it works
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Feature Selection Using Genetic Algorithm
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结合遗传算法和SVM,实现特征选择和SVM参数优化同时进行(Combining genetic algorithm and SVM, feature selection and SVM parameter optimization are carried out simultaneously)
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Binary GA selection method
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用二进制遗传算法做特征选择,此算法效率高,选择的特征数目少。(The binary genetic algorithm is used for feature selection, which has high efficiency and few features.)
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