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In order to on-line control the quality of industrial products, often spectroscopic methods are used in combination with regression tools. Partial Least Squares (PLS) is the most used regression technique for this task whereas Support Vector Machines (SVMs) are hardly known and used in chemometrics. Theoretically, regression by SVMs (SVR) can be very useful due to its ability to find nonlinear, global...
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