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交叉熵实现多元高斯混合模型优化的源代码,供大家学习使用-Realize cross-entropy optimization of multi-Gaussian mixture model of the source code for the U.S. study the use of
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LIBSVM是台湾大学林智仁(Lin Chih-Jen)副教授等开发设计的一个简单、易于使用和快速有效的SVM模式识别与回归的软件包,他不但提供了编译好的可在Windows系列系统的执行文件,还提供了源代码,方便改进、修改以及在其它操作系统上应用;该软件还有一个特点,就是对SVM所涉及的参数调节相对比较少,提供了很多的默认参数,利用这些默认参数就可以解决很多问题;并且提供了交互检验(Cross Validation)的功能。-LIBSVM Taiwan University, Lin Zhire
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The code implements a probabilstic Neuraol network for classification problems trained with a Leave One Out Cross Validation Scheme in Matlab (version 7 or above). The following toolboxes are required: statidtics, optimization and neural networks.
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Cross-Validation (matlab code)
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一个交叉验证的matlab源码,语句简单,清楚,易修改,好实现-Matlab source code, a cross-validation statement is simple, clear, easy to modify, good to achieve
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Grnn神经网络交叉验证,matlab中可实现代码文档-Grnn nerve network cross-validation, matlab in the can be to achieve the code documentation
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该压缩包主要是关于lasso的matlab程序,其中包含lasso的code,lasso在例子中的应用,以及lemda的交叉验证等。-The archive is mainly about lasso matlab program, which includes lasso the code, lasso in the example application, as well as cross-validation lemda like.
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采用10折交叉验证得到光合速率预测模型,代码中有程序语言的详细注释。(The 90% off cross validation of photosynthetic rate prediction model, the procedures detailed notes in the language code.)
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采用SVM高斯核,对样本进行分类,输入训练集和测试集,输出SVM分类准确率,采用10折交叉验证(This matlab code uses the SVM(support Vector Machine)to classify, and as the same time it uses the cross validation mathod.)
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本程序为广义交叉验证(GCV)的matlab代码,在一些场合有比交叉验证(OCV)更好的特性(This program is a generalized cross validation (GCV) matlab code, in some cases than cross validation (OCV) better characteristics)
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交叉验证及带例子的支持向量机回归代码,修改可用。(Cross validation and support vector machine regression code with examples can be modified.)
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