Sentence examples for model validation scheme from inspiring English sources

Based on these identification results, a predictive control relevant model validation scheme using the local approach is proposed.

In addition to the risks associated with model validation, the Sln1/WT scheme performes poorly also in model selection with 16 wrong decisions.

A tool accessible to all users, irrespectively of their statistical knowledge, would be valuable if it tests several simple and complex regression models and validation schemes, produce unified reports, and offer the option to be integrated into more extensive studies.

Therefore, we conclude that the Sln1/WT scheme is not a good scheme for model validation and selection whereas the Sln1/Sho1 and the Sho1/WT are sensible partitioning schemes.

The standard deviations of parameters at all three runs of the SRCV scheme were comparable to those obtained in the sensible hold-out partitioning schemes for model validation (see Additional file 1: Figure S3) and were never higher than those obtained in the unsuitable schemes.

This turns the problem of finding a sensible partitioning scheme for model validation and selection into a Catch 22 problem.

The goodness of fit for all models were measured by RMSE and R2 in 10-fold cross validation scheme, and both models showed a reliable accuracy.

SRCV performs at least as well as sensible hold-out partitioning schemes for both model validation and selection.

To address this, we have chosen a validation scheme to train SVM models on only one donor, and then validate on the other.

The classical Picard Lindelöf successive approximations scheme is applied to the model validation problem, namely, existence and uniqueness of solution process.

These results indicated that a stratified CV scheme is favorable for both model validation and selection.