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[ 源代码: shogun  ]

软件包: shogun-r (0.9.1-1build1) [universe]

shogun-r 的相关链接

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Ubuntu 的资源:

下载源码包 shogun:

维护者:

Please consider filing a bug or asking a question via Launchpad before contacting the maintainer directly.

Original Maintainer (usually from Debian):

  • Soeren Sonnenburg

It should generally not be necessary for users to contact the original maintainer.

外部的资源:

  • 主页 [www.shogun-toolbox.org]

相似软件包:

Large Scale Machine Learning Toolbox

SHOGUN - is a new machine learning toolbox with focus on large scale kernel methods and especially on Support Vector Machines (SVM) with focus to bioinformatics. It provides a generic SVM object interfacing to several different SVM implementations. Each of the SVMs can be combined with a variety of the many kernels implemented. It can deal with weighted linear combination of a number of sub-kernels, each of which not necessarily working on the same domain, where an optimal sub-kernel weighting can be learned using Multiple Kernel Learning. Apart from SVM 2-class classification and regression problems, a number of linear methods like Linear Discriminant Analysis (LDA), Linear Programming Machine (LPM), (Kernel) Perceptrons and also algorithms to train hidden markov models are implemented. The input feature-objects can be dense, sparse or strings and of type int/short/double/char and can be converted into different feature types. Chains of preprocessors (e.g. substracting the mean) can be attached to each feature object allowing for on-the-fly pre-processing.

SHOGUN comes in different flavours, a stand-a-lone version and also with interfaces to Matlab(tm), R, Octave, Readline and Python. This is the R package.

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下载可用于所有硬件架构的
硬件架构 软件包大小 安装后大小 文件
amd64 43.3 kB704.0 kB [文件列表]
i386 42.5 kB700.0 kB [文件列表]