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Retrospective evaluation of the model's predictions using an independent testing set.
We periodically verified the concentration of EtHg in vaccine aliquots throughout the study using an independent testing laboratory (Quicksilver Scientific).
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Using an independent test will not isolate the last link, but it will reveal information about how well the service provider is connected to the larger Internet.
Using an independent test set protects against overfitting.
Each model was later validated using an independent test set of historic fragment yarn samples that had not been used for calibration with known oxidation ratios calculated from the results of FTIR spectra.
The performance of the two-dimensional classifier was validated using an independent test set of standard samples from the remaining 50 patients.
For synthetic data, MSE was evaluated by using an independent test-set of size n=5000.
Because of this, the predictive abilities of the models were not tested using an independent test set.
Using an independent test set of 238 mutations, we confirmed our results in a comparison with related work.
In collaboration with other groups, we re-examined this finding using an independent test (Dueck et al. 2007).
To estimate the classification proficiency, we performed internal cross-validation, using out-of-bag (OOB) samples, and external validation, using an independent test set.
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