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Does PNN algorithm have ability to be robust for outliers?

April 26, 2017ability ALGORITHM Outliers pnn robust

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Does PNN algorithm have ability to be robust for outliers?

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To use the algorithm in the presence of large errors (outliers) we have developed a unique mechanism to identify robust to outliers nonlinear polynomial models (M-regression) even in the case when the form of equation is not known. This allowed us to improve stability of resulting models and possible prediction. For more information, see description in articles.