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Nevertheless, P = 0.5 is not necessarily the best threshold for use in making new predictions.
Construct validation is an ongoing process of learning more about the construct, making new predictions and then testing them.
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The MetaProm does not make new predictions, it recalculates score (probability) of each predicted promoter of being real.
Finally, the developed models are saved by model writer node in the user defined directory that can easily be read by model read node to make new predictions.
Neurolinguists can also make new predictions about the structure and organization of language based on insights about the physiology of the brain, by "generalizing from the knowledge of neurological structures to language structure".
We combined our findings on predicted CI patterns with population genetic simulations to test the models for plausibility and to make new predictions.
In addition to capturing behaviors previously described our model makes new predictions about cAMP oscillations.
Since MetaProm does not make new predictions, it relies on the context information from other PPPs in the surrounding region.
Our PIN allowed us to make new predictions about the regulation of UPR and autophagy, two essential processes associated with subcellular membranes.
This is the primary reason why the 0.95 threshold was chosen to make new predictions, as it should yield a more enriched set of true positives.
Notwithstanding this, a number of homology models for ABCG2 exist but these may not be an ideal structural framework to explain data or make new predictions about important residues and regions [ 12, 13].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com