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It means that in some cases even a trivial prediction approach that assesses all mutants in performed experiments as viable can achieve a high proportion of correct predictions.
To avoid such a trivial prediction, we proposed a clustering of drugs based on their chemical structures and used only representative drugs which are chemically diverse.
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Since trivial predictions cannot capture such levels of complexity, the scenario method has gained in popularity and is regarded as one of the core techniques of contemporary Futures Research.
The model points to a peculiar role of cellular noise in differentiation and leads to non trivial predictions which could be subject to experimental testing.
To avoid such trivial predictions, we removed compound pairs whose Tanimoto coefficient (Jaccard coefficient) are <0.5 from the gold standard data and constructed the filtered data consisting of compound pairs whose structures are similar to some extent.
To avoid such trivial predictions, we removed compound pairs whose Tanimoto coefficient (Jaccard coefficient) is less than 0.5 from the gold standard data and constructed a filtered dataset consisting of compound pairs whose structures are similar to some extent.
In general, regression trees are a very powerful and general family of prediction methods that should be considered as a potential solution to any non-trivial prediction or learning problem.
Given an experimentally measured mean number of vacuoles of 2.1 (Wickner, 2002; 'Materials and methods'), we make the non-trivial
From this framework and its neurocognitive architecture we derive a number of non-trivial predictions regarding conative, motive-driven PAC.
Coverage is the set of genes for which our algorithm makes non-trivial predictions.
We have experimentally tested some non-trivial predictions of the model.
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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