In our experimental procedure, we ensure that the MOFs are fully activated by sequential in situ activation and measurements of the heat capacity (see SI for further discussion). This may explain why some of the experimental data are considerably out of the expected range (Figure ). If we discard the materials that are not fully activated, these results show that the machine learning model can provide fairly accurate prediction of the heat capacity of fully activated MOFs.