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最小二乘支持向量机中可用于确定超参数的MATLAB函数.确定参数时,需要一些时间.-least squares support vector machine can be used to determine the parameters of super - MATLAB function. Determined parameters, take some time.
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matlab 遗传算法偏最小二乘法(gapls)-Matlab GA partial least squares (gapls)
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?Spider-matlab工具箱，为一良好的数据分析工具箱，内建核偏最小二乘回归(KPLS),径向基网络回归(RBFnet)等；支持向量机(SVC)分类；聚类分析等．-Spider-Matlab Toolbox for a good data analysis toolbox. Built-nuclear partial least squares (PLS) regression neural network (RBFnet); Support Vector Machine (SVC) c
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LS和TLS算法原理及其Matlab仿真,未知的参数向量 常可以建模成矩阵方程 ，A和b分别是与观测数据有关的系数矩阵的向量。通过使误差的平方和最小来确定参数估计向量 。所求得的估计成为最小二乘估计
-LS and TLS Algorithm and its Matlab simulation, the unknown constant parameter vector into a matrix equation can be modeled, A and b are coefficien
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针对基于最小二乘法的ICP 曲面匹配算法难以处理待比较曲面的局部大变形问题, 提出一种改进算
法。即采用遗传算法确定曲面初始相对位置以保证匹配优化结果为全局最优值, 利用ICP 算法匹配结果构造
偏差阈值, 以此阈值过滤点群后再以最小二乘法进行匹配处理, 消除局部大变形影响, 获得合理的变换矩阵。以此变换矩阵变换初始点群再进行误差计算, 从而获得理想的匹配结果-Least square method based on the ICP surface matching algorithm
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强局部加权回归算法由Cleveland[7]提出,主要利用局部观测数据对欲拟合点进行多项式加权拟合,并用最小二乘法进行估计.它综合了传统的局部多项式拟合,局部加权回归以及具有强鲁棒性的拟合过程
-Strong locally weighted regression algorithm by Cleveland [7] proposed, mainly using local observational data points on the polynomial fitting For wei
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利用遗传算法优选波段，将遗传算法与偏最小二乘法相结合-Band using the genetic algorithm optimization, genetic algorithms will be combined with partial least-squares
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基于混沌粒子群与模拟退火优化算法的最小二乘支持向量机参数自选择方法-Based on Chaotic Particle Swarm Optimization and Simulated Annealing least squares support vector machine parameter self-selection method
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嵌入维数自适应最小二乘支持向量机
状态时间序列预测方法
Condition Time Series Prediction Using Least Squares Support Vector Machine
with Adaptive Embedding Dimension
针对航空发动机状态时间序列预测中嵌入维数难于有效选取的问题, 提出一种基于嵌入维数自适应
最小二乘支持向量机( L SSVM ) 的预测方法。该方法将嵌入维数作为影响状态时间序列预测精度的重要参
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模式识别基本方法matlab源代码，包括最小二乘法、SVM、神经网络、1_k近邻法、剪辑法、特征选择和特征变换-Basic method of pattern recognition matlab source code, including the least squares method, SVM, neural networks, 1_k neighbor method, the clip method, feature selection and feature transformati
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matlab 程序手敲，简单介绍gui的使用以及其中的一些算法，文中用到了简单的二值最小二乘算法计算拟合数据-Hand knock matlab program, as well as a brief introduction gui use some algorithm, the paper uses a simple algorithm to calculate the least squares fitting binary data
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最小二乘自动向量机LSSVM的MATLAB程序实现，用于建立PM2.5污染物与其他污染物（如SO2）关系的数学模型。-Least Squares SVM automatic LSSVM MATLAB program to achieve, for the establishment of PM2.5 pollutants and other contaminants (such as SO2) mathematical model of relations.
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偏最小二乘法PLS回归方法及其matlab源码-Partial Least Squares Regression and PLS method matlab source
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Regularized least squares with two layers toolbox-To install the toolbox, simply unpack the package RLS2.zip into some folder and add that folder to the MATLAB path, by selecting Set Path... the File menu. To enable the export to PDF feature of t
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Including the least squares method, the SVM, neural networks, 1 _k neighbor method, Analysis of the signal time domain, frequency domain, cepstrum, cyclic spectrum, etc. The entire training process BP neural network.
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A noise auxiliary data analysis method, Including the least squares method, the SVM, neural networks, 1 _k neighbor method, Analysis of the signal time domain, frequency domain, cepstrum, cyclic spectrum, etc.
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最小二乘支持向量机，功能（实现回归预测和分类）(least squares support vector machine)
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Data packet transfer source program, For time-frequency analysis algorithm, Least-squares algorithm to fit a three-dimensional plane.
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最小二乘支持向量机，改进后的支持向量机算法(least squares support vector machine, Improved least squares support vector machine)
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MATLAB偏最小二乘法用于判别分析，亲测可用(The partial least squares method of MATLAB is used for discriminant analysis, and the pro-test is available.)
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