CARS_PLS
所属分类：其他
开发工具：matlab
文件大小：1419KB
下载次数：47
上传日期：2018-03-25 18:41:01
上 传 者：
李木木木木
说明： 竞争性自适应重加权算法（CARS）是通过自适应重加权采样（ARS）技术选择出PLS模型中回归系数绝对值大的波长点，去掉权重小的波长点，利用交互验证选出RMSECV指最低的子集，可有效寻出最优变量组合。
(Competitive adaptive reweighted algorithm (CARS) is obtained by adaptive reweighted sampling (ARS) technique is selected in the PLS model regression coefficients with large absolute values of wavelength, remove the weight of small wavelength, using cross validation to select the RMSECV refers to the minimum subset, can effectively find out the optimal combination of variables.)
文件列表:
CARS_PLS\CARS-package\carspls.m (3383, 2017-12-03)
CARS_PLS\CARS-package\mcs.m (2983, 2017-12-03)
CARS_PLS\CARS-package\plotcars.m (835, 2017-12-03)
CARS_PLS\CARS-package\plotmcs.m (592, 2017-12-03)
CARS_PLS\CARS-package\pls.m (1953, 2017-12-03)
CARS_PLS\CARS-package\plscvfold.m (2639, 2017-12-03)
CARS_PLS\CARS-package\plsmccv.m (2977, 2017-12-03)
CARS_PLS\CARS-package\plsnipals.m (1734, 2017-12-03)
CARS_PLS\CARS-package\plsrdcv.m (2179, 2017-12-03)
CARS_PLS\CARS-package\plsval.m (342, 2017-12-03)
CARS_PLS\CARS-package\pretreat.m (739, 2017-12-03)
CARS_PLS\CARS-package\test_package_functions.m (1110, 2017-12-03)
CARS_PLS\CARS-package\tp.m (472, 2017-12-03)
CARS_PLS\Key wavelengths screening using competitive adaptive reweighted sampling.pdf (1186702, 2012-06-20)
CARS_PLS\license.txt (1332, 2011-01-11)
CARS_PLS\pls\carspls.m (3383, 2010-06-02)
CARS_PLS\pls\CARS_manual.pdf (49218, 2011-01-11)
CARS_PLS\pls\classplot2.m (920, 2010-08-13)
CARS_PLS\pls\corn_m51.mat (448880, 2010-02-12)
CARS_PLS\pls\csvd.m (278, 2010-03-30)
CARS_PLS\pls\dosc.M (1102, 2000-10-12)
CARS_PLS\pls\example_nir.m (506, 2010-04-16)
CARS_PLS\pls\expred1.m (465, 2008-04-20)
CARS_PLS\pls\expred2.m (736, 2008-06-24)
CARS_PLS\pls\ks.m (812, 2009-05-08)
CARS_PLS\pls\LOGO_CARS.JPG (46264, 2010-04-10)
CARS_PLS\pls\lsreg.m (966, 2010-04-12)
CARS_PLS\pls\Manne_bi.m (1132, 2010-05-20)
CARS_PLS\pls\mcs.m (2983, 2010-03-08)
CARS_PLS\pls\mcuvepls.m (1217, 2010-04-12)
CARS_PLS\pls\mwpls.m (976, 2008-12-10)
CARS_PLS\pls\oscplscv.m (3013, 2009-04-14)
CARS_PLS\pls\plotcars.m (835, 2010-04-19)
CARS_PLS\pls\plotmcs.m (592, 2010-03-08)
CARS_PLS\pls\pls.m (1953, 2010-02-14)
CARS_PLS\pls\plscvfold.m (2639, 2011-01-08)
CARS_PLS\pls\plsdcv.m (1955, 2009-12-16)
CARS_PLS\pls\plsmccv.m (2977, 2010-04-16)
CARS_PLS\pls\plsnipals.m (1734, 2009-10-27)
CARS_PLS\pls\plsrdcv.m (2179, 2010-06-30)
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