Figure 3
From: Rapid identification of wood species using XRF and neural network machine learning

Training and validation loss (top) and accuracy (bottom) for the training (n = 14,672) and validation (n = 2590) portions of the full dataset. Models converged most of the time after 500 epochs, though considerable variation in validation accuracy is seen throughout training.