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The models were then judged in terms of multiple accuracy metrics applied across two datasets: (1) the calibration dataset from which the models were derived, and (2) an external validation dataset not used in model development.
Accuracy of models were compared using multiple accuracy metrics (R 2 marg, R 2 cond, AIC, RMSE, MAPE, and TP rate), to avoid incorrect interpretation which could result from a single metric.
We have found, by using multiple accuracy estimation methods, that the sensitivity and specificity of the designed 2-D LDA classifier are vastly superior to the most commonly used stage-independent 1-D classifiers (data not shown).
75 The strengths of the current review include the incorporation of new tabular data, the reporting of multiple accuracy estimates, and a meta-analysis using bivariate models.
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For example, the human ENCODE Genome Annotation Assessment Project (8) has shown that the average multiple transcript accuracy (e.g. the accuracy in predicting all isoforms of a gene correctly) of tested prediction tools reached only 40 50%.
Forming Process Design needs simultaneous consideration of multiple factors, accuracy of products, costs and cycle time.
To assess the impact of sequence divergence on multiple alignment accuracy we first compared the alignments from Muscle with the true INDELible alignments.
In this paper we have demonstrated a very strong dependence on the order of the input sequences in a data file when we measure multiple alignment accuracy.
Multiple test accuracy results within the same study are correlated, as the same patients are contributing their data to each of the thresholds.
Conyac's translators have their finished work evaluated multiple times for accuracy by other translators before it is delivered to clients.
This approach offers advantages over methods that rely on multiple conformations: Higher accuracy is achieved, since unlike discrete sampling it is not prone to missing optimal conformation.
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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