Fig. 9: Parity plot of all the dataset between the ML RFR predicted —after the stated training and test— and the DFT calculated Eads differentiating X (left) or the SA TM d series (right).

Grey zone defines the standard deviation (σ) of 0.31 eV, while dashed black line shows the perfect parity, and red line the obtained parity.