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partial least squares regression

  • 偏最小二乘回归:一种统计学方法,通过投影预测变量和观测变量到一个新空间来寻找一个线性回归模型。

网络释义专业释义英英释义

短语

Partial Least Squares Regression 偏最小二乘 ; 偏最小二乘法 ; 偏最小二乘回归分析

partial least-squares regression method 偏最小二乘回归法

partial least squares regression method 偏最小二乘回归法

Weighted partial least squares regression 和加权偏最小二乘回归

adaptive partial least squares regression 自适应偏最小二乘回归

Kernel Partial Least Squares Regression 核偏最小二乘回归

partial least-squares regression model 偏最小二乘回归模型

partial least squares regression model 偏最小二乘回归模型

partial least-squares regression analysis 偏最小二乘回归分析法

Partial Least squares Regression Regression 偏最小二乘回归分析

 更多收起网络短语
  • 偏最小二乘回归 - 引用次数:20

    Thirdly, on the methodology, apply partial least-squares regression to deal with the multi-correlation effectively and represent the advance of PLS. The whole analysis process has been accomplished by SAS/STAT software.

    再次,在方法上,采用偏最小二乘回归分析(PLS),有效地解决了多重共线性的问题,体现了PLS的先进性,并通过SAS/STAT软件使整个分析过程全部实现。

    参考来源 - 顾客满意度模型研究
    偏最小二乘法 - 引用次数:5

    参考来源 - 河北省棉花生产预测与预警研究
  • 偏最小二乘法 - 引用次数:2

    Finally, the application of partial least-squares regression algorithm for evaluating the harmonic impedance of the system side is extended from single phase power system to unbalanced three-phase power system.

    最后,将目前较为精确的偏最小二乘法对谐波阻抗估计从单相系统拓展到三相不对称系统。

    参考来源 - 基于电力系统谐波源检测与定位方法的研究
  • 偏最小二乘回归 - 引用次数:6

    参考来源 - 铜转炉吹炼终点预报模型的研究及应用

·2,447,543篇论文数据,部分数据来源于NoteExpress

Partial least squares regression

  • abstract: Partial least squares regression (PLS regression) is a statistical method that bears some relation to principal components regression; instead of finding hyperplanes of minimum variance between the response and independent variables, it finds a linear regression model by projecting the predicted variables and the observable variables to a new space. Because both the X and Y data are projected to new spaces, the PLS family of methods are known as bilinear factor models.

以上来源于: WordNet

双语例句

  • Coupling partial least-squares regression and neural network in the article, the forecasting model of the quantity of runoff is established.

    最小二乘回归神经网络耦合建立了径流量预报模型

    youdao

  • Partial least-squares regression (PLS) method is applied in the construction of the production function based cost function model of electricity distribution utilities.

    文中应用最小二乘(PLS回归方法建立配电基于生产函数理论的成本函数模型

    youdao

  • To avoid multicollinearity's disturbance, partial least-squares regression which can identify system information and noise is introduced to model, and a program is compiled.

    为了克服多重相关性模型干扰引入辨别系统信息噪声最小二乘回归编制了程序

    youdao

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