Because the COF-adsorption-property A complete from Ref. is in reality complete, we have the luxury of studying the impact of the fraction of observed entries, θ, on the performance of the recommendation system. This investigation is important to address the practical question: how complete must the COF-adsorption-property matrix be for the recommendation system to reliably rank COFs according to their adsorption properties?