Classification of similar compounds is based on the premise that physicochemical properties are comparable [1 3].
An accurate "molecular" diagnosis and classification of similar but distinct diseases is sometime challenging but often crucial for the definition of the appropriate patient medical management and treatment as well as for genetic counseling and risk assessment in families.
The classification of similar and dissimilar modes of action as applied in the present study relates to the pesticidal mode of action of the a.s., hence to the specific toxicity towards the target organisms based on the known molecular target and the development of cross-resistances in target organisms.
Indeed, the feature calculation, while taking the most time per each interface among the three steps (see section Hierarchical classification of similar interactions under Results), has the complexity that is linear of the number of available binary interactions.
In addition, we have demonstrated that the high coverage allows generating a comprehensive SCOP-like hierarchical classification of similar interaction interfaces as well as efficiently solving the interface search and retrieval problem.
In this study, we analyzed classification of similar referrals to determine the reliability of classification into priority groups (i.e., horizontal equity).
Using more automated approaches, ProtoNet (Rappoport et al., 2014) provides an automatic classification of similar proteins which are further sub-classified into clusters using an information-theoretic protocol based on available annotations.
If classification of similar patients into the classes of DRGs paves the way toward achieving the objectives of evidence-based practice in medicine and the health system, then this will have a significant effect on the utilization of DRGs around the globe.
It can be seen that, in general, there is agreement between the EC and the vector-based classifications; clusters of similar vectors tend to contain enzymes with the same EC 1st number.
