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The recently emerging Digital Rock Physics (DRP) based mechanical property predictions have been successful for sandstones when validated against laboratory results.
Results obtained with a hybrid mesh show satisfactory agreement when validated against experimental data and other computational results from the literature.
When validated against locations in Scotland that are currently experiencing coastal erosion, the CESM successfully identifies these areas as having high susceptibility.
When validated against a large panel of Ugandan specimens previously typed by SBT, the new assay was able to identify sensitively and unequivocally the carriers of the addressed alleles.
The algorithms were robust when validated against independent datasets.
There is thus some element of luck in model selection when validated against withheld datac.
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The true-positive proportion and standard Kappa value were of 99% and, 0.87 respectively when validating against an urban cover reference map from 2010.
When validating against the full test set, the RF returns a better result than SVM when training with more than 10% of the full test set.
When validating against bright, analyzable struts, we obtain 90±± 3% and 94 ±1%% recall and 90±± 3% and 85 ±6%% precision for baseline and follow-up cases, respectively.
These dependencies can be used, when cross validated against homology, to reveal the non-overlapping evolutionary histories of complete virus genomes.
Though differences exist, these models have continued to exhibit calibration when externally validated against other populations and have been used extensively in the assessment of CVD risk in previous studies [ 20, 22, 54, 55].
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CEO of Professional Science Editing for Scientists @ prosciediting.com