搜索资源列表
Multi_Block_PLSC
- PLS方法的多block设计脚本，参考文献 Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review，NeuroImg，2014，-multi-block design Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review，NeuroImg，2014，
Example_PLSR
- PLS方法的回归分析，PLSR 参考文献：Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review，NeuroImg，2014，-PLSR:Partial Least Squares Regresion Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review，NeuroImg，2014，
rpls_ver1.0
- Recursive weighted partial least squares (rPLS): an ef fi cient variable selection method using PLS-Recursive weighted partial least squares (rPLS): an ef fi cient variable selection method using PLS
PLS-regression
- 王惠文－（book）偏最小二乘回归方法及应用1 -Wang Huiwen- (book) and application of partial least squares regression method 1
sipls
- 包含SIPLS组合区间算法(Synergy Interval PLS, SIPLS)，可进行特征光谱的区间选择-Contains a combination of interval algorithm SIPLS (Synergy Interval PLS, SIPLS), can range selection feature of the spectrum
plsm
- PLS的修改算法，可以用于线性静态过程的故障诊断-partial least squares for fault diagnosis of static process
description_libPLS
- PLS工具箱，中南大学一个教授编写，可以去上面网站下载-PLS toolbox ,writen by a professor of Zhong Nan University
pls
- 偏最小二乘(PLSR) 分别求出样品集光谱矩阵和样品组分矩阵的主成分矩阵,将这两个矩阵相关联,求其线性关系,用所建立的线性函数来预测未知样品。 -Partial least squares (PLSR) The principal component matrix samples were calculated in the spectral matrix and sample matrix, the two matrix associated with the linear
PLSUVE
- MATLAB的PLS算法，非常有用，希望对大家的学习有所帮助-PLS MATLAB algorithm, very useful, I hope to learn some help
PCRUVE
- MATLAB的PLS算法，非常有用，希望对大家的学习有所帮助 -PLS MATLAB algorithm, very useful, I hope to learn some help
pls
- 多元统计回归，偏最小二乘，适用于数据挖掘-Multivariate Statistics
pls
- 对数据进行分析，回归分析。可以对自变量和因变量同时分析的一种算法。-Data analysis, regression analysis. An algorithm can be self-dependent and independent variables analyzed simultaneously.
pls
- 数据建模分析，适合光谱，股票等建模分析，预测样品-For modeling and analysis，For modeling and analysis
cross-validation
- 交叉验证(Cross-validation)主要用于建模应用中，例如PCR 、PLS 回归建模中。在给定的建模样本中，拿出大部分样本进行建模型，留小部分样本用刚建立的模型进行预报，并求这小部分样本的预报误差，记录它们的平方加和。这个过程一直进行，直到所有的样本都被预报了一次而且仅被预报一次。把每个样本的预报误差平方加和，称为PRESS(predicted Error Sum of Squares)-Cross-validation, sometimes called rotation estim
iToolbox
- matlab PLS程序包 里面包括了iPLS siPLS和Bipls-matlab PLS package which includes the iPLS siPLS and Bipls
LWPR-PLS
- 局部加权映射回归算法的数值算例例程，帮助了解lwpr算法-algorithm for lwpr
2DCOSMoving-Window
- 二维相关光谱，移动窗口的方法.包含MWPLSR和PLS toolbox-2D correlation spectroscopy method, move the window
baggingPLS
- bagging PLS 一种集合建模的策略，可以根据需要改变子模型的大小，更改模型的损失函数。-A collection of bagging PLS modeling strategy, you can change the size of the sub-models necessary, change the loss function model.
pls-data
- 最小二乘法的数据，配套源程序使用，还有实例，希望能够对你有所帮助-Data least squares method, supporting source use, as well as examples, I hope you can help
ccgfaguj
- PLS部分最小二乘工具箱,仿真效果非常好，双向PCS控制仿真，包括回归分析和概率统计，关于神经网络控制，有PMUSIC 校正前和校正后的比较。- PLS PLS toolbox, Simulation of the effect is very good, Two-way PCS control simulation, Including regression analysis and probability and statistics, On neural network control,