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Validation with experimental findings indicated good agreement with the model's predictions, with less than 30% variation.
The machine model and material model make predictions with less than 5% average error over the range of experimental parameters.
Viable methods now exist for predictions with less than 1 log unit uncertainty, which is adequate for prescreening synthetic candidates or design of combinatorial libraries.
I believe that opportunities do exist to develop new theories that more parsimoniously generate existing predictions with less apparatus as well as identify new phenomena and new theories to explain those phenomena.
Such models would make predictions with less certainty for young athletes such as Ye, who do not have a long career's worth of data points, but junior records could fill the gap, says Berthelot.
Predictions with less than 30 amino acids were eliminated.
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The conventional RBF network is used in the first stage of IRBF network and in the second stage reduced search space moving technique is employed for accurate prediction with less than 3% error.
In this way, two (similar) predictions of CL, for example, result in a consensus prediction with less uncertainty than each individual prediction.
Keeping up with the changing environmental situation by higher brain centers would simply involve updating the predictions with the less information containing, and less energy consuming, prediction errors rather than processing the full peripheral information every time one little thing has changed [ 4].
In this study, the hits are the predictions with L_RMSD less than 10 Å or I_RMSD less than 4 Å, which follows the criteria used in CAPRI.
As a result, an alternate equation was identified that provided similar predictions with much less uncertainty.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com