Sentence examples for validated prediction from inspiring English sources

Reliable estimation of externally validated prediction errors under this model uncertainty is still a challenge in chemoinformatics.

Selection of patients for new (radio therapeutic options aiming at improving outcomes requires reliable and validated prediction models.

Validated prediction models for PCa-specific mortality (PCSM) in this population are needed for treatment decision-making and clinical trial design.

We validated prediction of off-targets using the above described method with two rounds of validation.

In the past we developed a validated prediction model to identify children at risk for post-meningitis hearing loss.

This study presents validated prediction models with the most accurate estimates of the growth response to GH treatment available.

Each cell of this grid shows cross-validated prediction accuracy, so the diagonal is equivalent to Figure 3B, blue trace (except that this figure has finer temporal binning).

Finally, the parameter setting is chosen that optimizes the cross-validated prediction error in an attempt to optimize the predictivity of the model.

Thus, we use cross validation and choose the tuning parameters (particularly finite k) that maximizes the cross-validated prediction.

A method for estimating the reliability of the cross-validated prediction error RMSEP is demonstrated.

In this case the meta-parameter is varied and the cross-validated prediction error is determined for each setting.