Next, the raw data for all training molecules is turned into descriptor values, and the full training data is split into a training and testing subsets. ArchOnML currently uses a KRR model that bases its prediction of an unknown value 𝐸 pred on the similarity 𝑓 between a probe 𝑀 ′ and a reference molecule 𝑀 𝑖 , according to