Suggestions(1)
Exact(3)
While interpretation of simple linear regressions can be straightforward, the most powerful algorithms like neural networks are similar to "black boxes", which provide predictions that cannot be easily interpreted.
Mathematical models are naturally suitable for describing complex systems, integrating information from various sources, and eventually generating simulations or predictions that cannot be readily and intuitively processed.
In the longer run, proponents the Public Goods Hypothesis need testable novel predictions that cannot be explained, or at least explained only poorly, with a tree, sets of trees, or trees with reticulated branches.
Similar(57)
However, that literature often uses complex designs which do not have sharp predictions or that cannot clearly discriminate between alternative motivational accounts.
Conversely, in higher levels, ambiguous bottom-up cues may induce prediction errors that cannot be explained away by even higher levels.
Wrong again.Given this long British record of lofty and mistaken predictions that European integration cannot work, a British newspaper should be especially cautious in expressing scepticism about the future of the European Union.
In the chaos literature, there is a great deal of discussion of various robust or universal patterns and the kinds of predictions that can and cannot be made using chaotic models.
This model-based prediction method captures information that cannot be discerned by looking at individual time series signals alone and is novel compared to conventional deterministic methods or complicated probability state space predictions.
40, 41 However, protein folding and structure prediction are 'difficult' problems that cannot be solved analytically; much effort goes into simulations and approximations to find the best solution.
(V4) VIABLE Low confidence for viable mutations (novel codon predictions) is assigned to codons that cannot be constructed from the position frequency matrix from expanded library, but can be predicted based on corresponding AA positions from synonymous codons or SeqalSV/StralSV analyses (Observation O7).
A QSAR model cannot achieve predictions that are more accurate than the original data.
Write better and faster with AI suggestions while staying true to your unique style.
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