Fig. 1
From: Predicting the dissolution kinetics of silicate glasses by topology-informed machine learning

Predictions from “blind” machine learning (“Model I”). a Evolution of the relative root square mean square error (RRMSE) of the training and validation sets with respect to the polynomial degree p. The minimum in the RRMSE of the validation set indicates that p = 5 is the optimal polynomial degree. b Predicted dissolution rate for p = 5 as a function of the measured dissolution rate