Table 2. Comparisons of the Mean RMSE Values during the 5-Fold Cross-Validation and for Testing against the Holdout Test and the R² Test Score Computed by Six Nonlinear Models, for the Prediction of Initial Discharge Capacity and the 50th Cycle End Discharge Capacities of Doped NCM Cathode Systems.