In fact, we will see that this solution is a necessary and emergent phenomenon, when two or more (formally similar) active inference schemes are coupled to each other.
Compared to a virtual screen, which assumes that actives are more similar to each other than to inactives, the new benchmarks are based upon different assumptions: namely, that within an assay molecules with similar activity tend to have similar structures, and that structural similarity decreases as one moves from one paper to another through molecules in common between both.
The average similarity values (Tables 3, 4) of the training set molecules towards individual subsets of actives and inactives of the training set, using three different fingerprints, suggest that the evaluation set compounds are more similar to inactives rather than actives within the training set, explaining the inferior performance of these methods when used individually.
This is illustrated by, for example, luminal M1 tumors being ER+ by IHC, while displaying less active ER signaling, more similar to ER- FBC.
The data suggest that in a diverse population of people living with HIV in Asia with ready access to ART, the prognostic implication of active tuberculosis is more similar to other ADIs than CDC Category B disease.
Instead, this truncation made rHhoB more similar to rHhoA, which is the most active recombinant protease in our hands.
tenuis harboured an additional ITS variant (more similar to ssp. pubescens); however, it was not active transcriptionally.
Second, it demonstrates that, in adopting an active conformation, two different CDKs assume more similar inhibitor binding properties.
Bonus: Mongolian gerbils are active during the day, unlike hamsters, so their schedules are more similar to humans'.
A similar active silence surrounds his work.
