Sentence examples for was validated through the use of from inspiring English sources

The final model explained the 70% of the variance and it was validated through the use of an external validation set (33 compounds of the 119, MAE = 0.33), a leave‐one‐out crossvalidation (q2 = 0.65, Spress = 0.43), fivefold full crossvalidation (removing 28 compounds in each cycle, MAE = 33, RMSE = 0.43) and the prediction of ± values for an external test set (85.7% of good prediction).

The model was validated through the use of an external validation set (40 compounds, 22 substrates and 18 nonsubstrates) with a 77.50% of prediction accuracy; fivefold full cross-validation (removing 40 compounds in each cycle, 80.50% of good prediction) and the prediction of an external test set of marketed drugs (35 compounds, 71.43% of good prediction).

The technique was validated through the use of positive and negative controls at each shift.

The HPV test was conducted according to the manufacturer's recommendation and was validated through the use of positive and negative controls at each shift.

The multiscale FE simulations have been validated through the use of uniaxial tensile test data at room temperature.

SD is validated through the use of the abbreviated International Index of Erectile Dysfunction (IIEF).

The entire procedure was validated through the design of two micro rotors to scale, using the 1D BEM model and analyzing them with the 3D CFD model.

Our approach is validated through the analysis of the Host Identity Protocol HIPP).

Schedules must be validated through the final day of early registration.

The transcriptomic results, obtained using RNA sequencing, were validated through the RT-qPCR analysis of a subset of differentially expressed genes as shown in Figure  1.

Fourthly, the primer specificity was validated through qRT-PCR, using the shape of the melting curve as a criterion.