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Here, we emphasize the 'knowing' aspect of knowledge production: how is knowledge produced, validated, negotiated, made sense of and enacted in local settings?
A single RRegrs function call is needed to run the entire workflow and obtain the produced validated QSAR model(s) in a reproducible format in contrast to the standard, inefficient and time-consuming QSAR modelling workflow, where the modeller tries many different algorithms and even needs to further search the parameter space of each algorithm.
Similar(58)
There was sufficient input into the process to produce validated results but, without a doubt, more resources would have produced a more refined report.
Our results suggest data sets with less than 1,000 molecules can produce validated machine learning models that can in turn be utilized to identify novel EBOV inhibitors in vitro.
Autodesk Inventor is used within the design and development division of Unipart Rail to produce, validate, and document complete digital prototypes.
With our model protein produced and validated, we proceeded to validate the purification process.
Every model thus produced was validated through 20 repeats of five-fold cross-validation (see Materials and Methods), yielding 100 ROC curves.
We have thus, designed, produced and validated through Western blotting a polyclonal antibody against bovine Dpl.
First we produced and validated a linear green fluorescence protein (GFP) vector by this method.
Thecalculations in the case of static synapses were produced and validated elsewhere [12] but we briefly reiterate them in the following paragraphs.
In this study, an independent model of time step and mesh size is produced and validated against simple channel's experimental data.
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