The method of feature variables extraction for matlab pattern recognition (classification and regression), competitive adaptive weight weighting algorithm (CARS) is to select the wavelength points with the absolute value of the regression coefficient in the PLS model by adaptive heavy weighted sampling (ARS) technology, remove the small weight of the wavelength point, and use the interactive verification to select the lowest RMSECV finger. Subsets, the optimal combination of variables can be found

Filename	Size	Update
CARS\A New strategy of outlier detection for QSAR QSPR.pdf	430375	2010-04-12
CARS\CARS.pdf	1353184	2014-02-27
CARS\carspls_1.0.0\carspls\data\corn.rda	102566	2009-10-07
CARS\carspls_1.0.0\carspls\DESCRIPTION	463	2009-10-07
CARS\carspls_1.0.0\carspls\man\carspls.rd	2884	2009-10-07
CARS\carspls_1.0.0\carspls\man\carsplsorigin.rd	3016	2009-10-07
CARS\carspls_1.0.0\carspls\man\carspls_package.rd	1713	2009-10-07
CARS\carspls_1.0.0\carspls\man\corn.rd	920	2009-10-07
CARS\carspls_1.0.0\carspls\man\plotcarspls.rd	879	2009-10-07
CARS\carspls_1.0.0\carspls\R\carspls.R	3660	2009-10-07
CARS\carspls_1.0.0\carspls\R\carsplsorigin.R	3905	2009-10-07
CARS\carspls_1.0.0\carspls\R\plotcarspls.R	1113	2009-10-07
CARS\mlrcars\carsmlr.asv	3353	2010-05-27
CARS\mlrcars\carsmlr.m	3354	2010-05-27
CARS\mlrcars\carspls.asv	3409	2011-11-29
CARS\mlrcars\carspls.m	3408	2010-05-27
CARS\mlrcars\carspls_auto.asv	706	2011-11-02
CARS\mlrcars\carspls_auto.m	702	2011-11-02
CARS\mlrcars\CARS_manual.doc	55808	2010-04-20
CARS\mlrcars\CARS_manual.pdf	44652	2010-04-20
CARS\mlrcars\cars_mlr.asv	548	2011-08-05
CARS\mlrcars\cars_mlr.m	550	2011-08-05
CARS\mlrcars\classplot2.m	920	2009-06-07
CARS\mlrcars\corn_m51.mat	448880	2010-02-12
CARS\mlrcars\csvd.m	278	2010-03-30
CARS\mlrcars\data.txt	4	2010-05-26
CARS\mlrcars\example_nir.m	509	2010-04-23
CARS\mlrcars\expred1.m	465	2008-04-20
CARS\mlrcars\expred2.m	736	2008-06-24
CARS\mlrcars\ks.m	812	2009-05-08
CARS\mlrcars\LOGO_CARS.JPG	46264	2010-04-10
CARS\mlrcars\lsreg.m	966	2010-04-12
CARS\mlrcars\mcs.m	2983	2010-03-08
CARS\mlrcars\mcuvepls.m	1217	2010-04-12
CARS\mlrcars\mlrcars_auto.asv	664	2011-09-08
CARS\mlrcars\mlrcars_auto.m	656	2011-09-08
CARS\mlrcars\mwpls.m	976	2008-12-10
CARS\mlrcars\oscplscv.m	3013	2009-04-14
CARS\mlrcars\plotcars.m	835	2010-04-19
CARS\mlrcars\plotmcs.m	592	2010-03-08
CARS\mlrcars\pls.m	1953	2010-02-14
CARS\mlrcars\plscvfold.m	2568	2010-04-16
CARS\mlrcars\plsdcv.m	1955	2009-12-16
CARS\mlrcars\plsmccv.m	2977	2010-04-16
CARS\mlrcars\plsnipals.m	1734	2009-10-27
CARS\mlrcars\plsrdcv.m	1995	2010-04-16
CARS\mlrcars\plssim.m	4180	2009-10-20
CARS\mlrcars\plsval.m	342	2010-02-15
CARS\mlrcars\pls_nipals.m	1792	2010-02-12
CARS\mlrcars\pretreat.m	654	2010-03-06
CARS\mlrcars\ridgecal.asv	554	2010-05-31
CARS\mlrcars\ridgecal.m	640	2010-06-07
CARS\mlrcars\scarsmlr.m	2868	2010-04-20
CARS\mlrcars\scarspls.m	2944	2010-04-20
CARS\mlrcars\sgdif1.m	612	2010-05-27
CARS\mlrcars\test_package_functions.m	1084	2010-04-18
CARS\mlrcars\tp.m	472	2010-02-19
CARS\mlrcars\vipp.m	554	2010-03-31
CARS\pls\carspls.m	3379	2010-05-25
CARS\pls\CARS_manual_2.0.doc	55808	2010-04-16
CARS\pls\CARS_manual_2.0.pdf	44590	2010-04-16
CARS\pls\classplot2.m	942	2010-05-25
CARS\pls\corn_m51.mat	448880	2010-02-12
CARS\pls\csvd.m	293	2010-05-25
CARS\pls\example_nir.m	506	2010-04-16
CARS\pls\expred1.m	465	2008-04-20
CARS\pls\expred2.m	736	2008-06-24
CARS\pls\ks.m	812	2009-05-08
CARS\pls\mcuvepls.m	1217	2010-04-12
CARS\pls\mwpls.m	976	2008-12-10
CARS\pls\oscplscv.m	3013	2009-04-14
CARS\pls\plotcars.m	847	2010-05-24
CARS\pls\pls.m	1953	2010-02-14
CARS\pls\plscvfold.m	2568	2010-04-16
CARS\pls\plsdcv.m	1955	2009-12-16
CARS\pls\plsmccv.m	2977	2010-04-16
CARS\pls\plsnipals.m	1734	2009-10-27
CARS\pls\plsrdcv.m	1995	2010-04-16
CARS\pls\plssim.m	4180	2009-10-20
CARS\pls\plsval.m	342	2010-02-15
CARS\pls\pls_nipals.m	1792	2010-02-12
CARS\pls\pretreat.m	654	2010-03-06
CARS\pls\scarspls.m	2932	2010-04-16
CARS\pls\test_package_functions.m	995	2010-04-16
CARS\pls\tp.m	472	2010-02-19
CARS\pls\vipp.m	554	2010-03-31
CARS\plscars\pls\carspls.m	3379	2010-04-16
CARS\plscars\pls\CARS_manual_2.0.doc	55808	2010-04-16
CARS\plscars\pls\CARS_manual_2.0.pdf	44590	2010-04-16
CARS\plscars\pls\classplot2.m	920	2009-06-07
CARS\plscars\pls\corn_m51.mat	448880	2010-02-12
CARS\plscars\pls\csvd.m	278	2010-03-30
CARS\plscars\pls\example_nir.m	506	2010-04-16
CARS\plscars\pls\expred1.m	465	2008-04-20
CARS\plscars\pls\expred2.m	736	2008-06-24
CARS\plscars\pls\ks.m	812	2009-05-08
CARS\plscars\pls\mcuvepls.m	1217	2010-04-12
CARS\plscars\pls\mwpls.m	976	2008-12-10
CARS\plscars\pls\oscplscv.m	3013	2009-04-14
CARS\plscars\pls\plotcars.m	847	2010-04-16

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