Figure 4
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 = 7825) and validation (n = 1382) portions of the repeated dataset. Models converged most of the time after 250 epochs with a smaller range of validation accuracies compared to the full training set.