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竞争性自适应重加权算法

matlab

2021-2-14

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。

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资源文件列表
CARS_PLS/CARS-package/carspls.m , 3383
CARS_PLS/CARS-package/mcs.m , 2983
CARS_PLS/CARS-package/plotcars.m , 835
CARS_PLS/CARS-package/plotmcs.m , 592
CARS_PLS/CARS-package/pls.m , 1953
CARS_PLS/CARS-package/plscvfold.m , 2639
CARS_PLS/CARS-package/plsmccv.m , 2977
CARS_PLS/CARS-package/plsnipals.m , 1734
CARS_PLS/CARS-package/plsrdcv.m , 2179
CARS_PLS/CARS-package/plsval.m , 342
CARS_PLS/CARS-package/pretreat.m , 739
CARS_PLS/CARS-package/test_package_functions.m , 1110
CARS_PLS/CARS-package/tp.m , 472
CARS_PLS/Key wavelengths screening using competitive adaptive reweighted sampling.pdf , 1186702
CARS_PLS/license.txt , 1332
CARS_PLS/pls/carspls.m , 3383
CARS_PLS/pls/CARS_manual.pdf , 49218
CARS_PLS/pls/classplot2.m , 920
CARS_PLS/pls/corn_m51.mat , 448880
CARS_PLS/pls/csvd.m , 278
CARS_PLS/pls/dosc.M , 1102
CARS_PLS/pls/example_nir.m , 506
CARS_PLS/pls/expred1.m , 465
CARS_PLS/pls/expred2.m , 736
CARS_PLS/pls/ks.m , 812
CARS_PLS/pls/LOGO_CARS.JPG , 46264
CARS_PLS/pls/lsreg.m , 966
CARS_PLS/pls/Manne_bi.m , 1132
CARS_PLS/pls/mcs.m , 2983
CARS_PLS/pls/mcuvepls.m , 1217
CARS_PLS/pls/mwpls.m , 976
CARS_PLS/pls/oscplscv.m , 3013
CARS_PLS/pls/plotcars.m , 835
CARS_PLS/pls/plotmcs.m , 592
CARS_PLS/pls/pls.m , 1953
CARS_PLS/pls/plscvfold.m , 2639
CARS_PLS/pls/plsdcv.m , 1955
CARS_PLS/pls/plsmccv.m , 2977
CARS_PLS/pls/plsnipals.m , 1734
CARS_PLS/pls/plsrdcv.m , 2179
CARS_PLS/pls/plssim.m , 4180
CARS_PLS/pls/plsval.m , 342
CARS_PLS/pls/pls_nipals.m , 1788
CARS_PLS/pls/pretreat.m , 739
CARS_PLS/pls/scarspls.m , 2944
CARS_PLS/pls/simuin.m , 483
CARS_PLS/pls/test_package_functions.m , 1110
CARS_PLS/pls/test_script_rce.m , 651
CARS_PLS/pls/Thumbs.db , 12800
CARS_PLS/pls/tp.m , 472
CARS_PLS/pls/vipp.m , 554
CARS_PLS/pls/~$RS_manual.doc , 162
CARS_PLS/无信息变量消除.txt , 855
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