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The Effect of Splitting of Raw Data into Training and Test Subsets on the Accuracy of Predicting Spatial Distribution by a Multilayer Perceptron |
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| Authors: | Baglaeva E. M. Sergeev A. P. Shichkin A. V. Buevich A. G. |
| Affiliation: | 1.Institute of Industrial Ecology UB RAS, S. Kovalevskoy Str., 20, Ekaterinburg, Russia, 620990 ;2.Ural Federal University, Mira Str., 19, Ekaterinburg, Russia, 620002 ; |
| Abstract: | Mathematical Geosciences - The paper discusses the influence of various methods for splitting raw data into test and training subsets on the accuracy of the prediction of the spatial distribution... |
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