Sentence examples for most robust validation from inspiring English sources

We opted for the 3200 and 799 childhood cut-points because these were obtained from laboratory calorimetery among U.S. children aged 6-16 years, the most robust validation method that has been employed [ 29].

The most robust method of validation may be to request additional information from the GP, since this method uses information external to the database to verify disease status of individual cases.

There, we concluded that the unseen-protein cross-validation provides the most robust estimate of the prediction performance.

This aspect will be further commented in Section 5. Cross-validation [29] represents the most robust strategy to reliably evaluate the generalization performance of a ML-based quality assessment system.

Although this method seems to be the most robust for the evaluation of brain tumors, a statistical validation has not been provided [ 38].

Preliminary validation of the model was achieved by identifying the optimal and most robust of three geometric alternatives (V.1-V.3) for an unsignalized single-lane roundabout in Zagreb, Croatia.

Again, while probing these values for CV to isolate which spectral processing techniques result in the most robust, accurate models, assessing the r and R 2 magnitudes for the prediction of a true validation set permits a more rigorous analysis of model performance.

At present, the most robust estimates of the sensitivity and specificity for diagnosing TMD pain have been derived within the RDC/TMD validation study, which has only been published in abstract form [ 36].

In terms of clinical characteristics, age and severity of illness scores remain the most robust predictors of outcome while blood type, race and ethnicity may be novel predictors of death in ARDS that require further validation.

In anticipation of limited FFPE tumor section RNA availability, we prioritized the 14 microarray-derived genes comprising the Buck-14 signature into a minimal set of high priority genes showing the most robust prognostic value across the two pooled expression microarray datasets described in our previous report (training set (n = 199) and validation set (n = 75), respectively) [ 22].

BOTTOM LINE The most robust perks.