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.

Filename	Size	Update
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
CARS_PLS\pls\plssim.m	4180	2009-10-20
CARS_PLS\pls\plsval.m	342	2010-02-14
CARS_PLS\pls\pls_nipals.m	1788	2010-09-07
CARS_PLS\pls\pretreat.m	739	2010-04-20
CARS_PLS\pls\scarspls.m	2944	2010-04-20
CARS_PLS\pls\simuin.m	483	2010-08-05
CARS_PLS\pls\test_package_functions.m	1110	2017-12-03
CARS_PLS\pls\test_script_rce.m	651	2010-08-13
CARS_PLS\pls\Thumbs.db	12800	2011-01-11
CARS_PLS\pls\tp.m	472	2010-02-19
CARS_PLS\pls\vipp.m	554	2010-03-31
CARS_PLS\pls\~$RS_manual.doc	162	2011-01-11
CARS_PLS\无信息变量消除.txt	855	2017-10-18
CARS_PLS\CARS-package	0	2017-12-03
CARS_PLS\pls	0	2015-09-23
CARS_PLS	0	2018-01-13

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