The complexity reduction compared to Motion Control Rigs makes the designed structure suitable for a low budget VS set up.
All compounds passing these filters were regarded as, in general, valuable starting points for medicinal chemistry programmes and are used for virtual screening campaigns (VS set).
All compounds in the VS set were clustered based on Tanimoto similarity.
In the next step, the VS set was screened for compounds that contained the desired core fragments.
Through this process, diversity in pharmacy ownership (independent vs corporate), setting and opening hours and pharmacist gender and practice experience was maximised.
Although such pipelines may allow e.g. thousands of TF vs gene set combinations to be explored efficiently, the construction of the pipeline itself is a labour-intensive task.
Patients were randomly divided into TS (training set) and VS (validation set) (Table 4) in the order in which their samples were obtained.
Additional important factors may include duration of disease, setting (inpatient vs outpatient), disease severity, and study design (monocenter vs multicenter).
DOI: http://dx.doi.org/10.7554/eLife.03753.010 10.7554/eLiFigure53.011 Figure 4 figure supplement 3. Log of total error for inferred, weighted parameter sets in round two (solid) vs 1000 sets assembled from parameter values drawn independently from the weighted posterior (dotted).
The dataset is divided into three sets: the training set TG, the validation set VS, and the test set TS.
As shown in Figure 3, is randomly split into three non-overlapping subsets: a training set, TG, a validation set, VS, and a test set, TS.
