CARS

代码说明：

  用于matlab模式识别（分类和回归）的特征变量提取方法，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。(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)

文件列表：

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