You can also compute partial least-squares regression.
你可以计算偏最小二乘回归。
The test result was analysed with Partial Least Square and Residual analyse.
并对试验结果运用偏最小二乘法与残差分析进行回归分析。
At multiple regression, we mainly introduce the method of partial least-squares.
在多元回归中,主要介绍偏最小二乘方法。
Then it builds a model by partial least squares regression on the obtained sample space.
在相对合理的样本空间中采用偏最小二乘回归建立模型。
But the partial least squares regression models can be expressed by the original variables.
但是,由于偏最小二乘回归模型最终可以表示为原有所有变量的回归方程。
It has been shown that partial least squares regression is a good method that can be adopted.
实践表明,偏最小二乘回归是一种可以采用的方法。
Then all data were analyzed by principal component regression (PCR) and partial least square (PLS).
采用主成分回归(PCR)和偏最小二乘法(PLS)对试验数据进行了多元统计分析。
The NIRS calibration models were developed using the partial least squares (PLS) regression technique.
采用偏最小二乘法(PLS)建立定标模型,并对原始光谱进行预处理。
Cross validation, feature selection, quasi-random numbers, and partial least squares in Statistics Toolbox.
在统计工具箱中,增加了交叉验证,特征选择,拟随机数和偏最小二乘法。
Multiway kernel partial least squares (MKPLS) can be used for modeling and optimal control of batch processes.
采用多向核偏最小二乘(MKPLS)方法建立间歇过程的模型并进行操作条件的优化。
In this paper, we discussed some issues of PLSR. First, Partial Least Squares Regres-sion are given theoretical derivation.
本文就围绕偏最小二乘回归法展开讨论,首先,给出偏最小二乘回归法的理论推导。
To compare arithmetic performance, the authors also processed the spectral data with partial least squares and PCA-BP neural network.
为了比较算法的性能,作者又分别采用了偏最小二乘法、主成分分析结合BP神经网络进行数据处理。
An excitation-emission matrix(EEM) and partial least squares method (PLS) were used to quantitatively determine fluorescent mixed samples.
本文用偏最小二乘法(PLS)方法来解析荧光的激发发射矩阵(EEM),直接定量分析荧光混合物试样。
Obtained: Partial Least Squares iterative algorithm to handle data sheet leaflet extraction equivalence with Principal Component Analysis.
证明出,偏最小二乘迭代算法在处理单张数据表成分提取时与主成分分析相同。
Coupling partial least-squares regression and neural network in the article, the forecasting model of the quantity of runoff is established.
将偏最小二乘回归与神经网络耦合,建立了径流量预报模型。
Partial least squares regression is a statistical method which is based on a set of dependent variables to predict the independent variables.
偏最小二乘回归是通过一组自变量来预测一个或一组因变量的统计方法。
This paper use partial least squares regression analysis and quarter of the model to identify the key factors affecting customer satisfaction.
本文利用偏最小二乘回归分析方法和四分模型找出影响顾客满意度的关键因素。
In order to establish real - time model of spectral measurement, a algorithm called Moving Windows Partial Least Squares algorithm is proposed.
为了建立基于光谱的实时监测模型,本文给出了一种基于移动窗口策略的的偏最小二乘算法。
Parameters of aircraft effectiveness is analyzed, and a new effectiveness forecasting method based on partial least-square regression is proposed.
通过实例与神经网络法的结果进行了比较,结果表明偏最小二乘回归更精确和简单。
The present paper presents a new NIR multi-component analysis method with Artificial Neural Network (ANN) and Partial Least Square Regression (PLS).
提出了一种神经网络(ANN)和偏最小二乘法(PLS)结合的新的近红外(N IR)多组分分析法。
Then the basic concepts of principal component analysis and partial least square regression are studied, as well as their advantages and disadvantages.
引入了主成分分析与偏最小二乘回归等多元统计与回归方法,并分析了其基本思想与优缺点。
The paper establishes the model for the urban life-water quantity prediction by means of combining neural network with the partial least squares method.
将偏最小二乘回归与神经网络耦合,建立了城市生活用水量预测模型。
In this paper the factor analysis method is presented to transform orthogonally the optimal subspace, which is obtained from partial least squares regression.
本文提出采用因素分析方法,对偏最小二乘回归的最优子空间进行正交变换。
In this paper neural network partial least square (NNPLS) was used to establish a robust reaction model for a multi-component catalyst of methane oxidative coupling.
神经网络偏最小二乘法(NNPLS)被应用于一种甲烷氧化偶联多组分催化剂的鲁棒反应模型的建立。
Principal component analysis (PCA) and partial least squares (PLS) are the conventional techniques of multivariate statistical process control but exist some defects.
在多变量统计过程控制中,传统的方法主要包括主元分析和偏最小二乘,这些方法存在着诸多缺陷。
The partial least squares algorithm with limited memory is applied to model the soft senor on-line to predict the average particle size for the PTA oxidation process.
使用限定记忆部分最小二乘算法在线滚动建立平均粒径的软测量模型。
A new multivariate calibration method for near infrared spectroscopy quantitative analysis was proposed based on wavelet analysis and N-way partial least square method.
将小波变换和多维偏最小二乘法相结合用于近红外光谱定量校正模型的建立。
Partial least-squares regression (PLS) method is applied in the construction of the production function based cost function model of electricity distribution utilities.
文中应用偏最小二乘(PLS)回归方法建立了配电商的基于生产函数理论的成本函数模型。
Spectra of 700 typical samples were collected to develop the calibration models, among which the raw spectra were pretreated with first derivative and partial least square.
收集700个具有代表性样品的光谱,建立其相应指标的近红外模型。
Spectra of 700 typical samples were collected to develop the calibration models, among which the raw spectra were pretreated with first derivative and partial least square.
收集700个具有代表性样品的光谱,建立其相应指标的近红外模型。
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