将军Shogun |
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课程网址: | http://videolectures.net/icml2010_sonnenburg_shog/ |
主讲教师: | Sören Sonnenburg |
开课单位: | 柏林工业大学 |
开课时间: | 2010-07-20 |
课程语种: | 英语 |
中文简介: | SHOGUN机器学习工具箱的重点是大规模内核方法,尤其是支持向量机(SVM)。它带有面向内核计算机的通用接口,并具有15种不同的SVM实现,它们都可以通过通用内核框架或在线性SVM(称为“ DotFeatures”)的情况下以统一的方式访问特征,即,特征提供了一组简约的操作(像点积一样。) p> |
课程简介: | The SHOGUN machine learning toolbox's focus is on large scale kernel methods and especially on Support Vector Machines (SVM). It comes with a generic interface for kernel machines and features 15 different SVM implementations that all access features in a unified way via a general kernel framework or in case of linear SVMs so called "DotFeatures", i.e., features providing a minimalistic set of operations (like the dot product). |
关 键 词: | 机器学习; 向量机; 计算机 |
课程来源: | 视频讲座网 |
最后编审: | 2019-11-03:lxf |
阅读次数: | 35 |