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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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errorcheck
这是一个可以对随机信号进行加噪,并通过QPSK和8PSK解调后,并分析误码率的程序,为m文件(This is a random signal can add noise, QPSK and 8PSK demodulation through, and after the procedure error rate analysis for the m file)
- 2010-11-25 22:24:04下载
- 积分:1
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Doppler_cf
彩色多普勒成像分析,通过多普勒频谱进行彩色成像(Color Doppler)
- 2013-12-09 23:22:00下载
- 积分:1
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Room_simulink_RLS
Room_simulink_RLS in matlab
- 2015-11-27 23:13:11下载
- 积分:1
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AC_BF
利用自适应抵消技术对声矢量圆阵进行波束形成,并查看波束图。(Using adaptive cancellation technology for sound circular array beamforming vector and view beam pattern.)
- 2016-09-03 08:52:44下载
- 积分:1
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css
calculation of number of poles using mat lab
- 2009-10-29 23:43:17下载
- 积分:1
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waterfilling
无线通信系统中经典的功率控制注水算法Matlab实现。(waterfilling.m)
- 2009-04-21 20:25:49下载
- 积分:1
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whatnc
MATLAB教材学习资料希望大家好好使用,多提宝贵意见(studying for matlab)
- 2011-09-24 12:22:58下载
- 积分:1
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Advanced-PID-Control
说明: 《先进PID控制及matlab仿真》一书的源程序(" Advanced PID Control and matlab simulation" of the source book)
- 2011-04-08 18:52:42下载
- 积分:1
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qoupeng_V0.8
采用的是脉冲对消法,计算多重分形非趋势波动分析,利用matlab GUI实现的串口编程例子。( It uses a pulse of consumer law, Calculate the multifractal trend fluctuation analysis, Use serial programming examples matlab GUI implementation.)
- 2017-01-12 17:28:11下载
- 积分:1