More surprisingly, even though the E-MAP dataset has already been heavily processed with its custom-designed data analysis and scoring strategy, we found out that an additional preprocessing by simple subtraction of the row means of the original fitness matrix could markedly enhance the scoring of negative interaction categories such as SS (Figure 3).
Finally, new training datasets could be added to enhance the scoring accuracy and coverage.
Ways are discussed which focus on either to enhance the scores' validity or to use narrative comments only.
One might argue, however, that some students use the bonus system strategically to enhance the scores they obtain for other second year subjects.
Specially, our model enhances the scores of direct interactions and silences the scores of indirect interactions.
Interestingly, the para position of "R1" substituted benzyl group, such as compound 12, did not enhance the MolDock score than the meta position as in compound 10 and 18.
Indeed, the agreement followed several months of often contentious negotiations between Mr. Sprecher, who contended that he simply wanted to use the machine to enhance the musical's score, and the union, which sees the machine as a pernicious threat to its members' livelihood.
The optimal variance window for the overall algorithm's performance is the one offering the best compromise between the need to enhance the target profile score (i.e., as short as possible) and the need to suppress the short-term noise fluctuations (i.e., as long as possible).
During this meeting, a qualitative justification for each score was obtained in order to enhance the validity of the scoring.
Here, ( simleft ({mathbf {H}_{q},{mathbf {H}_{d^{m}}}}right),m=1,2,ldotss,M) is normalized with a Sigmoid function to enhance the larger similarity scores: p_{m}=frac{1}{1+e^{-alpha {sim}_{m}}} (12).
Use of aids/devices or other people's assistance may enhance the HAQ-DI scores [ 20].
