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fs_sup_relieff
Relief算法中特征和类别的相关性是基于特征对近距离样本的区分能力。算法从训练集D中选择一个样本R,然后从和R同类的样本中寻找最近邻样本H,称为Near Hit,从和R不同类的样本中寻找最近样本M,称为Near Miss,根据以下规则更新每个特征的权重:
如果R和Near Hit在某个特征上的距离小于R和Near Miss上的距离,则说明该特征对区分同类和不同类的最近邻是有益的,则增加该特征的权重;反之,如果R和Near Hit在某个特征上的距离大于R和Near Miss上的距离,则说明该特征对区分同类和不同类的最近邻起负面作用,则降低该特征的权重。(The correlation between feature and category in Relief algorithm is based on distinguishing ability of feature to close sample. The algorithm selects a sample R from the training set D, and then searches for the nearest neighbor sample H from the samples of the same R, called Near Hit, and searches for the nearest sample M from the sample of the R dissimilar, called the Near Miss, and updates the weight of each feature according to the following rules:
If the distance between R and Near Hit on a certain feature is less than the distance between R and Near Miss, it shows that the feature is beneficial to the nearest neighbor of the same kind and dissimilar, and increases the weight of the feature; conversely, if the distance between R and Near Hit is greater than the distance on R and Near Miss, the feature is the same. The negative effect of nearest neighbor between class and different kind reduces the weight of the feature.)
- 2018-04-17 14:41:55下载
- 积分:1
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imm_smooth
交互多模平滑滤波器,广泛应用于实时性不强的跟踪系统。(IMM_smoothFilter)
- 2009-09-23 12:11:04下载
- 积分:1
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convolve2signals
it will help in tranforming signals....,
- 2010-12-23 15:01:31下载
- 积分:1
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Codes used to beamform
Codes used to beamform with a horizontal line array
- 2020-11-23 22:49:33下载
- 积分:1
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MATLAB_programming_algorithm_source_of_Ordinary_Di
MATLAB程序设计之常微分方程算法源码MATLAB programming algorithm source of Ordinary Differential Equations(MATLAB programming algorithm for ordinary differential source MATLAB programming algorithm source of Ordinary Differential Equations)
- 2010-08-02 11:12:45下载
- 积分:1
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TEPML
c++ code for forward modeling in transverse electromagnetic wave propagation.
- 2014-11-06 18:52:11下载
- 积分:1
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Research-LTE-A-pre-coding-
本文首先概述了预编码技术的发展历史、基本原理和研究意义。重点介绍了预编码技术在LTE及LTE-A系统中的应用,最后对预编码技术的发展趋势做出预测及综合评论。(This paper outlines the history of pre-coding technology, the basic principles and significance. Focuses on the pre-coding technology in LTE and LTE-A system, and finally to make predictions and comprehensive review on the development trend of the pre-coding technology.)
- 2014-01-07 11:43:35下载
- 积分:1
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nonlinear
matlab蔡氏电路系统simulink仿真程序,只要只要改换参数即可(matlab code for chua sysytem,substitude different para can run)
- 2021-03-19 17:49:18下载
- 积分:1
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chu
matlab编写的常见调制模式(am,fm,bpsk,qpsk,mask,16qam等)自动识别动态链接库(matlab prepared common modulation mode (am, fm, bpsk, qpsk, mask, 16qam etc.) automatically recognizes the dynamic link library)
- 2014-02-25 18:33:54下载
- 积分:1
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guanlian
目标跟踪中航迹关联算法,二维分配,三位定位(Track correlation algorithm for target tracking, two-dimensional distribution)
- 2010-09-08 16:28:31下载
- 积分:1