Input variable scaling for statistical modeling
نویسندگان
چکیده
منابع مشابه
Input variable scaling for statistical modeling
Input variable scaling is one of the most important steps in statistical modeling. However, it has not been actively investigated, and autoscaling is mostly used. This paper proposes two input variable scaling methods for improving the accuracy of soft sensors. One method statistically derives the input variable scaling factors; the other one uses spectroscopic data of a material whose content ...
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ژورنال
عنوان ژورنال: Computers & Chemical Engineering
سال: 2015
ISSN: 0098-1354
DOI: 10.1016/j.compchemeng.2014.12.016