Figure 2.

DI values and rankings of the top 15 synthesis features for heating temperature models (a and b) and heating time models (c and d). The data set is split into carbonate reactions (reactions with at least one carbonate precursor) (a and c) and noncarbonate reactions (reactions with no carbonate precursors) (b and d). Interactional DI (IADI): decrease of model R² when a feature is removed from the whole model that uses all features. Individual DI (IDI): R² of models trained using only one feature. Average partial DI (APDI): average R² increase when a feature is added to a submodel. Features are ordered according to the sum of all three DI values.