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Description: 一种新的基于多项式的非线性偏最小二乘算法-a new polynomial based on the nonlinear partial least squares algorithm
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Size: 303104 |
Author: tianww |
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Description: M-files for PLS, PLS-DA, with leave-one-out cross-validation and prediction
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Size: 5120 |
Author: robbie |
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Description: libPLS: a Library for Partial Least Squares Regression and Discriminant Analysis-This library provides a whole set of easy-to-use functions for building partial least squares (PLS) regression (PLSR) and discriminant analysis (PLS-DA) models as well as predictive performance evaluation. Towards building a reliable model, we also implemented a number of commonly used outlier detection and variable selection methods that can be used to "clean" your data by removing potential outliers and using only a sub-set of selected variables.
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Size: 510976 |
Author: 许云涛 |
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Description: 这是一个KNN算法和pls-da算法希望能够帮助您,不喜勿喷-this is a good program
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Size: 53248 |
Author: 李小明 |
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Description: PLS-DA法是将定量偏最小二乘法用于判别分析的一种策略，其基本思想是将已知类别样本的浓度阵分别设为0、1（对两类用PLS1方法而言），或-1、0、1（对三类用PLS1方法而言），或01、10（对两类用PLS2方法而言），或001、010、100（对三类用PLS2方法而言），多类问题依次类推，再通过定量PLS方法建立模型。-PLS- DA method is to use quantitative partial least squares discriminant analysis of a kind of strategy, the basic idea is to known categories the concentration of the sample matrix is set to 0, 1 (for two types of PLS1 method), or 1, 0, 1 (for three types of PLS1 method), or 01, 10 (for two types of PLS2 method), or 001, 010, 100 (for three PLS2 method), many questions so on, through quantitative PLS method to establish model.
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Size: 1024 |
Author: 詹映 |
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Description: 多种用于分类的matlab代码，包含PCA,SVM,PLS-DA，KNN,SOMF等.-For various categories of matlab code, and contains the PCA and SVM, PLS- DA, KNN, SOMF, etc.
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Size: 706560 |
Author: yan chunhua |
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Description: 识别分类算法 matlab程序 PLSDA SIMCA等 机器学习 application 直接运行 带入分类数据 建立模型后运行(Recognition and Classification Algorithms, Programs, Machine Learning Applications, etc. Run directly and bring in classified data to build models.)
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Size: 689152 |
Author: Dearlove和煦 |
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Description: PLS regression;PLS discrimininant analysis;SPA (feature selection)
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Size: 506880 |
Author: ht0572 |
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