secondly, the basic knowledge of the statistical learning theory has been introduced and the svm based on the theory has been gone deep into discussed.
接着对统计学习理论进行了介绍,深入探讨了建立在该理论基础上的svm算法。
as a new machine learning method, support vector machine (svm) is founded on the statistical learning theory (slt). svm has good performance both on pattern recognition and regression problems.
作为一种新的机器学习方法,支持向量机算法建立在严谨的统计学基础上,在模式识别和函数回归方面都有不俗的表现。
secondly, we study the statistical learning theory (slt) and support vector machine (svm) theory seriously, and discuss classifying algorithm and kernel function.
并且就支持向量机的训练算法、分类算法、多类算法、核函数及选择等热点问题分别加以讨论。
the theory of support vector machines was proposed under the statistical learning theory which based on structural risk minimization principle.
基于支持向量机的方法是解决复杂的人脸检测问题的有效途径。
support vector machines (svm) based on the statistical learning theory is a new machine learning tool.
基于统计学习理论的支持向量机是一种新型机器学习工具。
with an overview on the statistical learning theory and the related optimization theory, we expound the basic knowledge of svr model and point out the advantages and disadvantages of svm.
在对统计学习理论以及相关的优化理论进行回顾的基础上,从四个方面详细描述了svr模型的基础知识,并指出了svm的优缺点。
the support vector machine (svm) is a new machine learning method based on the statistical learning theory and it is very useful to solve nonlinear problems of short time series.
支持向量机(svm)方法是基于统计学理论的一种新的机器学习方法,对解决小样本条件下的非线性问题非常有效。
the statistical learning theory (slt) is a new technique for solving various machine learning problems and shows that it is suitable for the finite data.
统计学习理论是机器学习领域的一个新的理论体系,它非常适用于解决有限样本下的机器学习问题。
to improve the rolling effect and reduce the cost, rolling model analysis framework based on data is presented by using the statistical learning theory (slt).
为提高轧制精度并降低生产成本,本文将统计学习理论的思想引入了冷连轧轧制力能参数的分析中,建立了基于数据的轧制模型分析框架。
vc dimension plays a central role in the statistical learning theory especially for classification problems.
在统计学习理论中,尤其对于分类问题,vc维扮演着中心作用。