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Gaussian-Process-Classification.tar
说明: 高斯过程在分类中的应用。本程序采用拉普拉斯逼近基于高斯过程的贝叶斯分类。(Gaussian process in the Classification. This procedure uses the Laplace approximation of Gaussian processes based on Bayesian classification.)
- 2011-03-12 16:25:49下载
- 积分:1
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Comparison-of-Bayesian-and-fisher
训练错误率和交叉验证错误率相等,在样本比较大时,这个结果是可以预期的;训练错误率一般低于测试错误率,但是当样本数据比较少时,实验也出现了意外,样本多的那组测试错误率比样本少的训练错误率还要小;在本实验中,同组数据的交叉验证错误率比独立测试错误率高,这个反常现象是因为样本的原因所致,交叉验证的样本小,而独立测试时所用训练样本数目大,因而出现这种情况。分类线上,fisher准则是一条直线,而贝叶斯分类器实际上是一个类似椭圆的封闭曲线;很明显,贝叶斯分类器比fisher分类器要好。(Training error rate and cross- validation error rates are equal, the larger the sample , this result is to be expected training error rate is generally lower than the test error rate , but when comparing the sample data came from the experiment there was an accident, that more samples group test error rate less than the training sample error rate is smaller In this experiment, the same set of data cross-validation error rate than independent test error rate, this anomaly is because the sample of reasons , cross-validation sample is small,And independent testing large number of training samples used , resulting in this situation.Classification online , fisher criterion is a straight line , while the Bayesian classifier is actually a closed curve similar to elliptical It is clear that the Bayesian classifier is better than the fisher classifier .)
- 2012-02-02 20:49:02下载
- 积分:1
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BPSK-matlab
卷积码的编码,卷积码的维特比译码,运用bpsk编码实现的(Coding convolutional codes, Viterbi decoding convolutional codes, the use of coding to achieve bpsk)
- 2020-11-19 10:19:37下载
- 积分:1
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duoxiangshinihe
说明: 多项式拟合用于处理实验数据的一种有效方法,简单实用。并且举了一个例子三次拟合(Polynomial fitting of experimental data for processing is an effective method of simple and practical. And cited an example of three fitting)
- 2010-03-22 12:22:34下载
- 积分:1
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matlab1
说明: 在MATLAB运行环境下,滑膜变结构控制遗传算法,pid等程序。(Run in the MATLAB environment, the genetic algorithm variable structure control synovium, pid procedures.)
- 2010-04-11 18:51:09下载
- 积分:1
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asymppdc
这是第一版的AsymPDC工具包。用来处理PDC,gPDC和iPDC有关内容。运行环境为Matlab,并且要求至少Matlab中预装了3个工具箱:控制系统,信号处理和统计工具箱。(This is the first public release of AsympPDC package. It deals with the asymptotic statistics for PDC, gPDC and iPDC.
AsympPDC runs under Matlab and is a practically self-contained except for requires routines from three Matlab toolboxes: Control System, Signal Processing, and Statistical.
It is not extensively tested yet. It was partially tested under Windows, Macintosh and Linux environments with Matlab version 7.0 and higher.
Please report any incompatibility to ksameshi[at]usp.br or baccala[at]lcs.poli.usp.br.
Additionally for cosmetic purposes, the pdc_xplot routine uses several Matlab users contributed codes: subplot2.m (modified old version of supbplot to control spacing between subplots), shadedplot.m (developed by Dave Van Tol), suplabel.m (for label and title plotting in subplot figures, by Ben Barrowes), suptitle.m (contributed by Drea Thomas, for adding title above all subplots), and tilefigs.m (for tiling figures for simultaneous visualization, by Charles Plum))
- 2011-05-31 16:42:28下载
- 积分:1
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2
说明: 《MATLAB 7.0 从入门到精通》一书的完整光盘源代码。(" MATLAB 7.0 from the entry to the master" of a book on CD-ROM source code integrity.)
- 2009-04-11 14:50:53下载
- 积分:1
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Steepest.Descent.Method.matlab
matlab经典算法的程序
最速下降梯度法matlab程序(classical algorithm matlab procedure steepest descent gradient method matlab program)
- 2008-05-24 10:33:30下载
- 积分:1
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adaptive-lms
有源自适应噪声的最常用算法,该算法是基于滤波器的输出信号与期望响应之间的误差的均方值为最小。(Active adaptive noise most commonly used algorithm, which is based on the error between the filter output signal and the desired response minimum mean-square value.)
- 2013-03-20 20:25:16下载
- 积分:1
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r-k
利用已知的四阶R-K方法求解高阶常微分方程(Using the known four order R-K method to solve high order ordinary differential equation
)
- 2011-12-15 19:08:08下载
- 积分:1