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Table 5 Statistical results of different ANN model architecture

From: Computational modelling studies of some 1,3-thiazine derivatives as anti-influenza inhibitors targeting H1N1 neuraminidase via 2D-QSAR, 3D-QSAR, molecular docking, and ADMET predictions

ANN architecture R2 RMSE RMSE(Test)
4-2-1 0.9163 0.0998 0.1884
4-3-1 0.9200 0.0966 0.1865
4-4-1 0.9214 0.0956 0.1851
4-5-1 0.9227 0.0940 0.1813