Model selection challenges with application to multivariate calibration updating methods
نویسندگان
چکیده
منابع مشابه
Sum of ranking differences (SRD) to ensemble multivariate calibration model merits for tuning parameter selection and comparing calibration methods.
Most multivariate calibration methods require selection of tuning parameters, such as partial least squares (PLS) or the Tikhonov regularization variant ridge regression (RR). Tuning parameter values determine the direction and magnitude of respective model vectors thereby setting the resultant predication abilities of the model vectors. Simultaneously, tuning parameter values establish the cor...
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ژورنال
عنوان ژورنال: Journal of Chemometrics
سال: 2020
ISSN: 0886-9383,1099-128X
DOI: 10.1002/cem.3245