An Improved Ensemble Method for Completely Automatic Optimization of Spectral Interval Selection in Multivariate Calibration
نویسندگان
چکیده
منابع مشابه
An Improved Ensemble Method for Completely Automatic Optimization of Spectral Interval Selection in Multivariate Calibration
In our recent work, Monte Carlo Cross Validation Stacked Regression (MCCVSR) is proposed to achieve automatic optimization of spectral interval selection in multivariate calibration. Though MCCVSR performs well in normal conditions, it is still necessary to improve it for more general applications. According to the well-known principle of "garbage in, garbage out (GIGO)", as a precise ensemble ...
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ژورنال
عنوان ژورنال: Journal of Automated Methods and Management in Chemistry
سال: 2009
ISSN: 1463-9246,1464-5068
DOI: 10.1155/2009/291820