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For validation both success and prediction rate curves were performed.
Data products generally require validation both of whether the algorithm works, and of whether users like it.
Finally, a bladed wheel analysis is used for validation, both in FE simulations and experiments.
This paper is focused on its validation, both with numerical computations and by experiments on a baffled oil pan.
For comparison and validation, both techniques were applied to non-stationary data sets obtained by scanning laser vibrometry as well as the Z24 bridge bench mark data.
The discussion elaborates on the issue of model validation, both in terms of the BN and in light of the adopted uncertainty/bias-based risk perspective.
Similar(35)
Two other methods to test scoring function(s) performance include internal k-folds and leave one out / leave p out (LO O/LPO cross-validation, both of which are particularly useful to detect model overfitting.
Based on cross-validation, both PC-Select and FaST-LMM Select chose to use all markers.
In another comparison, although BCpred and AAPBCpred achieved higher accuracy than APCpred on fivefold cross-validation, both models showed less impressive accuracies than APCpred in prediction of blind dataset.
Moreover, after the discovery phase, a limited number of candidate miRNA markers usually need further validations, both in technical and in independent case series.
Both CA and PP can be assessed using self-report, biochemical validation, or both.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com