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Supposing K different methods producing prediction vector of O i such that O1 are predictions corresponding to the first method, O2 predictions corresponding to the second method and so on.
At the same time, the authors aimed at producing prediction intervals that were at least as large as those published by the NRC panel for major world regions (National Research Council, 2000).
Simulations using the original dosing records are usually inappropriate in this setting because the simulation scenarios often contain much higher and lower responses than those observed with the index data, producing prediction intervals that are inflated and potentially biased.
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Molecular dynamics simulations are useful for interpreting existing experimental data and producing predictions for new experiments.
The authors trained the model on multilevel neighbourhoods of atoms (MNA) descriptors, producing predictions based on Bayesian estimates of probabilities.
Hence, instead of producing predictions only with the most accurate method (edge-HIE), we produce predictions with each of the methods, except node-HIE, which shows random-like behavior.
The model produced prediction accuracy of 90.4%.
Unlike conventional regression, confidence predictor produces prediction intervals that satisfy a required confidence level.
These methods describe a likely "cause of the prediction" and will return why model X produced prediction Y, or support the user's analysis of the relationship.
Although artificial neural networks are successful in prediction, their inability to explicitly produce prediction equations can create difficulty in practical circumstances.
GFF files obtained from these prediction programmes were incorporated by Evigan to produce prediction results.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com