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RVM_matlabToolBox
相关向量机(RVM)的matlab源程序,包含快速算法,内含代码使用说明。
RVM采取是与支持向量机相同的函数形式稀疏概率模型,对未知函数进行预测或分类。 优点:
(1) 不仅仅输出预测目标量的点估计值,还可以输出预测值的分布.
(2) 使用更少数量的支持向量,从而显著减少输出目标量预测值的计算时间.
(3) RVM不需要估计过多的参数.
(4) RVM对是否满足Mercer 定理的核函数没有限制,适应性更好.
(Relevance Vector Machine (RVM) of the matlab source code, including the fast algorithm that contains the code instructions. RVM to support vector machines with the same function form of sparse probabilistic model to predict the unknown function, or classification. Advantages: (1) The goal is not only the amount of the output forecast point estimates, but also the distribution of the output forecast. (2) use less number of support vectors, thus significantly reduce the amount of predictive value of the output goal of computing time. (3) RVM does not require too many parameters estimated. (4) RVM on whether to satisfy Mercer' s theorem is no limit on nuclear function, adaptability and better.)
- 2020-06-29 05:20:02下载
- 积分:1
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MatlabFns
matlab工具箱 图像的处理 强大 可以看看 函数多(matlab image processing toolbox function can look more powerful)
- 2010-12-30 16:42:27下载
- 积分:1
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frequency_changes_arising_from_the_high_frequency_
说明: 产生8位m序列,控制频率合成器产生频率变化的高频载波(8 m sequence generated to control the frequency synthesizer frequency changes arising from the high-frequency carrier)
- 2009-08-18 22:18:37下载
- 积分:1
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sne
说明: 一种基于概率的数据降维处理方法:Stochastic Neighbor Embedding(Based on the probability of data dimensionality reduction approach: Stochastic Neighbor Embedding)
- 2008-11-05 09:15:32下载
- 积分:1
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closeness
在生物信息学中,计算蛋白质-RNA生物网络中的长程相互作用(In bioinformatics, long range interactions in protein -RNA biological networks are calculated.)
- 2018-05-09 11:16:36下载
- 积分:1
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seismic wave
程序实现了均匀介质、分层介质中规则网格声波有限差分的正演模拟。(The program realizes the forward modeling of sound wave propagation in homogeneous medium and layer homogeneous medium using finite difference method with regular grid.)
- 2017-09-16 11:31:41下载
- 积分:1
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极坐标格式算法
极坐标格式算法,用于合成孔径雷达的成像算法和研究
- 2022-05-28 21:47:32下载
- 积分:1
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MatlabFiles
现代通信系统(Proakis)第二版,全部Matlab程序(Modern communications systems (Proakis) second edition, all of Matlab procedures)
- 2009-03-27 11:18:41下载
- 积分:1
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BioKineticsEst
生化反应动力学参数估计,用多变量线性回归方法估计动力学参数(Biochemical kinetic parameters estimated by multiple linear regression methods are used to estimate kinetic parameters)
- 2020-10-16 21:57:29下载
- 积分:1
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lab7
test music program of piano
- 2010-03-13 23:40:33下载
- 积分:1