We found that the correlation of the radial profiles of different class averages, which were obtained by comparing reference-free classification to model projections in the same orientation, was a useful selection criterion to decrease size heterogeneity.
Reduction of these criteria leads to decrease of user fatigue.
With continue increase of, most of criteria came to decrease, especially the TOP.
Exclusion criteria, designed to decrease risk to subjects and potential confounding variables, excluded subjects who were acutely ill, pregnant, currently lactating or planning to conceive within 90 days.
Therefore, filtering with this criterion enables to decrease the number of false positive miRNA target predictions and leads to a clearer depiction of the function of the novel motif.
These criteria were implemented to decrease extra-musical associations [3], and ensure that the music was pleasurable in itself and not acting as a trigger for emotional memories.
Under both the stringent and relaxed criteria, CA tended to decrease with increasing k (supplementary table S4, Supplementary Material online), suggesting that the trained SVM was able to directly model compositional variation within a genome, and the explicit breakdown into clusters was detrimental to the accuracy of the model.
Again, the AUC was larger for the subgroup with one left-sided advanced neoplasm than for the subgroup with one right-sided advanced neoplasm and the difference persisted when further exclusion criteria were applied to decrease heterogeneity between subgroups with respect to the type and size of the advanced neoplasm (Table 2).
After the initialization of the method a number of iterations n0 is performed using the global method without checking the switching point criterion in order to decrease the computational load, note that a minimum of around 15 iterations will be usually needed, this number may be increases if the size of the search space also increases.
