登录
首页 » matlab » RVM-class

RVM-class

于 2013-11-21 发布 文件大小:194KB
0 251
下载积分: 1 下载次数: 53

代码说明:

  支持向量机是用于分类与回归的技术。由于其自身的诸多缺点,如无法获得概率输出,需要估计一个误 差参数C,以及必须使用Mercer 核函数等。相关向量机算法,克服了SVM 上述缺点,RVM 能获得与SVM 相比拟的推 广性能,并且更为稀疏。在此基础上,文中介绍了一种RVM 回归用于分类的新分类方法,用RVRC 来表示。并通过 实验证明了它的可行性。(Support vector machines for classification and regression techniques. Due to its many shortcomings, such as the probability that the output can not be obtained, need to estimate an error parameter C, and the need to use Mercer kernel function and so on. Relevance vector machine algorithm to overcome these shortcomings of SVM, RVM and SVM can be obtained comparable to promote performance and more sparse. On this basis, the paper introduces a RVM regression was used to classify new classification method, RVRC to represent. And through experiments proved its feasibility.)

下载说明:请别用迅雷下载,失败请重下,重下不扣分!

发表评论

0 个回复

  • Boyd_CG_2006
    一维时域有限差分算法,能够进行波的模拟研究(One-dimensional FDTD algorithm for wave simulation can)
    2010-05-11 21:38:00下载
    积分:1
  • draggablecc
    Allows graphical objects to be dragged in a figure
    2013-10-25 17:06:07下载
    积分:1
  • MPIDDLX
    该代码为带动量项的PID神经网络的系统控制算法(The code to drive the amount of items PID neural network system control algorithm)
    2013-04-05 20:56:35下载
    积分:1
  • Year
    一个判断年份,是闰年还是平年的小工具,可以非常方便的查询个个年份(A judge year, or a non-leap year is a leap year a small tool that can be very convenient to check everybody Year)
    2010-02-08 17:15:15下载
    积分:1
  • MUSIC_doa
    无噪情况下MUSIC算法doa估计MATLAB程序(MUSIC algorithm estimates doa)
    2011-09-18 10:33:00下载
    积分:1
  • PIDController
    PID 控制器,实现PID控制器的计算,采用MATLAB仿真离散系统的控制结果(simulation of PID controller in MATLAB to realize the computation of PID algo in MATLAB for discretized system.)
    2021-04-25 15:08:46下载
    积分:1
  • 4-vel2d.m.tar
    This is a two dimensional simulation in which a level set function is advected by a prescribed velocity field using first order upwinding.
    2012-06-22 18:08:42下载
    积分:1
  • VideoFromImages
    Demo macro to extract frames and get frame means from an avi movie and save individual frames to separate image files. Also computes the mean gray value of the color channels.
    2013-08-05 17:12:43下载
    积分:1
  • 3
    精通MATLABGUI设计全书源代码《精通MATLAB GUI》光盘的内容第三章(Proficient in the design of the book source code MATLABGUI "proficient in MATLAB GUI" CD-ROM content)
    2009-03-15 12:56:37下载
    积分:1
  • KNNC
    提出基于优化K-最近邻域分类器(K-Nearest Neighbor Classifier,KNNC)的轴承故障模式识别方(proposed K-Nearest Neighbor Classifier(KNNC), diagnosing method)
    2015-02-06 10:17:03下载
    积分:1
  • 696516资源总数
  • 106914会员总数
  • 0今日下载