This could also mean that, regarding the development of a diagnostic assay predicting response to infliximab therapy in RA and CD, using a gene set containing 20 to 24 genes seems to be more reasonable than selecting individual gene lists consisting of typically 5 to 8 genes, provided that an LDA-based approach is used.
For this reason, we do not think that it is reasonable to select the number of bins based on the likelihood score of the model.
The docking experiments verified that such modifications can provide the reasonable fit of selected compounds with uPA active site.
Commonly, researchers select reasonable combinations of polynomial age terms to fit ordinary regression models within each child [ 17, 18, 35], or mixed effect models [ 14, 33, 34] among a group of children.
Specifically, the hypothesis was that the choice of the penalty is not critical as long as it is chosen sensibly, i.e. corresponding to a reasonable number of selected variables.
As shown by table 2, twoclass has the most serious imbalance and PSoL has more serious imbalance, but our method SPE-RNE, like twoclassbal, doesn't suffer from imbalanced problem at all because we select reasonable quantity of negative examples after enlarging the positive examples set.
Since uplink sync words should be heard by multiple BSs, it is reasonable to select a subset of UTs close to the cell boundary to participate in intercell synchronization.
However, the numbers in table Table 4 suggest that it would be reasonable to select the higher values of Q and set M ∼ 23 (because higher M − Q combinations are either slow or infeasible) and further consultation with Table 5 indicates that a combination of M = 23 and Q = 11 is practical (because the number of matches that must be post processed are near minimal).
