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To ascertain the predictive performance, detected motifs were compared with curated motifs in AtcisDB and AGRIS databases [ 90, 91].
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The Receiver Operating Characteristic (ROC) was used to ascertain the predictive quality of the multivariate model.
Therefore, further studies are needed to ascertain the predictive role of these tests, particularly in early stages of CKD.
To assess the predictive performance, we performed two analyses.
Few studies have assessed the impacts of different lookback periods on ascertaining comorbidities, and almost all focused on the predictive performance of a comorbidity score in modelling of in-hospital or post-hospital mortality or readmission [ 3, 5- 8].
In general, the predictive performance of the model increased after performing data sampling.
Visual predictive check (VPC) plots provide an effective means to assess the predictive performance of a model.
Bahn, V. & McGill, B. J. Testing the predictive performance of distribution models.
We validated the predictive performance of models using 10-fold cross-validation.
The predictive performance of PimerROC is also more robust than the other tools under the varying conditions tested.
They found that the predictive performance was low, too.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com