Sentence examples for over the validation from inspiring English sources

The coefficient of determination is used to validate the performance of the model over the validation period.

During training, the final sum-of-squares error over the validation data for the network is calculated.

The method succeeded over the validation parameters: linearity, precision, accuracy, limit of detection and limit of quantitation, and robustness.

The mean absolute percent error is around 8.8% using the expert system compared to more than 21% for the best single correlation over the validation dataset.

The subset which best adjusts the diet over the validation process, includes approximately 34% of total FA, containing mainly dietary FA.

The validation of the model tested over the validation time period resulted in a mean absolute error of 10.6%, but in a more real-time manner of up to 1-2 wearlierrliearlier

The compounds with higher errors are the alkynes, probably due to the fact that this type of compounds are over-represented in the validation set with 12 compounds while only 4 alkynes exist in the training set and the latter is more than 3.5 times larger than the former.

The unexpected lower proportion of the over-expressers in the validation cohort has reduced the power to detect a difference and therefore, the inability to detect a difference may be due to a Type 2 error rather than there being truly no difference between the two groups.

This partition-training-and-validation procedure is repeated for 20 times, and the performance of the model (in terms of specificity, sensitivity, accuracy and correlation coefficient) is averaged over the 200 validation folds (10 validation folds per partition ×20 partitions).

At the same time, a modular approach to validation could efficiently handle information/data gaps that could be filled over time without derailing the validation stages already achieved.

In conclusion, the proposed analytical procedures were validated over the selected validation domains for fruit juices and came out on very capable techniques.