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test-clutter
该代码可生成阵列天线的发生天线方向图,以及列子阵接受图。(The code can generate array antenna transmitting map and also the receiving map of a Column.
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- 2012-05-02 17:27:21下载
- 积分:1
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回归算法
matlab实现各种经典回归算法,如最小二乘,ridge,lasso,elastic net等等,以及各种回归算法应用实例。(Many classic regression methods such as least squares, ridge, lasso and elastic net and so on. In addition, some application examples are here indetails.)
- 2020-12-10 20:29:19下载
- 积分:1
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DCVS2009_Kang
基于Matlab的压缩感知视频编码程序。DCVS的最新理论算法程序。稀疏矩阵采用BWHT(沃尔什-哈达玛矩阵),重构算法用GPSR。(Matlab-based video compression perceptual coding process. DCVS the latest theoretical algorithm program. Sparse matrix with BWHT (Walsh- Hadamard matrix), reconstruction algorithm with GPSR.)
- 2010-09-11 21:53:13下载
- 积分:1
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MRI_ex
MRI数据的三维表面可视化,数据是MATLAB自带的,程序包括轮廓线绘制,表面显示,正交剖切等(MRI data, 3D surface visualization, data that comes with MATLAB, the program includes contour line drawing, surface display, orthogonal split and so on.)
- 2010-05-11 08:24:34下载
- 积分:1
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tuxiangfenge
Matlab的一个自动图像分割文字识别代码(An automatic image segmentation Matlab code text recognition)
- 2014-02-07 16:53:04下载
- 积分:1
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龙格库塔
龙格库塔算法Runge-Kutta,包括二阶到四阶的MATLAB程序。(Runge-Kutta MATLAB 123456)
- 2019-03-07 19:22:43下载
- 积分:1
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Gaussian
This program show the effect of Gaussian filter. The output are four subfigures shown in the same figure:
- 2010-03-06 16:55:57下载
- 积分:1
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adaboost
AdaBoost元算法属于boosting系统融合方法中最流行的一种,说白了就是一种串行训练并且最后加权累加的系统融合方法。
具体的流程是:每一个训练样例都赋予相同的权重,并且权重满足归一化,经过第一个分类器分类之后,
计算第一个分类器的权重alpha值,并且更新每一个训练样例的权重,然后再进行第二个分类器的训练,相同的方法.......
直到错误率为0或者达到指定的训练轮数,其中最后预测的标签计算是各系统*alpha的加权和,然后sign(预测值)。
可以看出,训练流程是串行的,并且训练样例的权重是一直在变化的,分错的样本的权重不断加大,正确的样本的权重不断减小。
AdaBoost元算法是boosting中流行的一种,还有其他的系统融合的方法,比如bagging方法以及随机森林。
对于非均衡样本的处理,一般可以通过欠抽样(undersampling)或者过抽样(oversampling),欠抽样是削减样本的数目,
过抽样是重复的选取某些样本,最好的方法是两种进行结合的方法。
同时可以通过删除离决策边界比较远的样例。
(AdaBoost boosting systems dollar fusion algorithm is the most popular one, it plainly systems integration approach is a serial train and final weighted cumulative.
Specific process is: Each training example is given equal weight, and the weights satisfy normalization, after the first classifiers after
Calculating a first classifier weights alpha value for each sample and updates right weight training, and then the second classifier training, the same way .......
0, or until the specified error rate training rounds, wherein the label is the calculation of the final prediction system* alpha weighted and then sign (predicted value).
As can be seen, the training process is serial, and weight training examples is always changing, the right of the wrong sample weight continued to increase, the right to correct sample weight decreasing.
AdaBoost algorithm is an element, as well as other methods of boosting popular systems integration, such as bagging and random forest method.
For )
- 2014-07-09 19:24:29下载
- 积分:1
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RandWPSO_LinWPSO_LnCPSO
用MATLAB实现RandWPSO、LinWPSO、LnCPSO算法,程序没错误,可以直接运行,非常适合刚学PSO者(Implementation of RandWPSO, LinWPSO, LnCPSO algorithm with MATLAB, the program no error, can be directly run, very suitable for just learning PSO
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- 2013-08-04 12:13:51下载
- 积分:1
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laplace
laplace problem by fem
- 2014-11-08 22:04:16下载
- 积分:1