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The comparison of drawing load and some geometrical characteristics of experimental samples with numerical model predictions allowed to establish a good correspondence of model with experimental findings, thus validating the numerical model.
The use of applicability domain approaches to select only confident predictions allowed to achieve the accuracy of 90% of correctly classified instances on the subset of 20% most confident predictions of the test set.
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A good qualitative agreement has been obtained between experimental results and simulation predictions, allowing to gain deep insight into the physical behaviour of the device.
The Table 2 recapitulates predictions allowing to discriminate a particular mechanism of microRNA action.
Multi-trait prediction allows to use information simultaneously from relatives and from different traits [ 12].
Part of the reason for this is that during stage 1, multiple genes predictions are allowed to be made within a single transcript, allowing a large number of genes residing in incorrectly "merged" transcripts to still be predicted.
When genes are predicted from genome sequence in step 2, the prediction is allowed to be on either strand and these false-positive predictions therefore do not occur, leading to better results.
To assess the number of correctly predicted promoters (true positives, TPs), false predictions (false positives, FPs) and unpredicted promoters (false negatives, FNs), we define the maximum distance that a prediction is allowed to be from the true site.
Each of these markers had predictive power; however, the combined use of the three markers improved survival prediction and allowed to identify patients that can be cured by standard therapy.
Similarity and secondary structure predictions allowed us to determine that these five families share an RNase H fold and to identify, unambiguously, the catalytic triad as well as the IR DNA-binding regions.
At the top of the boom, the hyped up economic predictions allowed buyers to bid up already existent high prices.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com