Sentence examples similar to through validation in a from inspiring English sources

The degree to which overfitting is present in the fitted model may be estimated either directly through validation in an external data set or through a bootstrap process.

Through validation in an independent data set, we have shown that the Rosner Colditz model performs consistently when applied in that independent setting.

For example, a set of competing GLMMs can be assessed through cross-validation in a reasonable time without reanalyzing the model after omission of observation y ij.

In the last decade, the clinical importance of better understanding tumor biology in HNSCC has emerged through validation of HPV status as a significant molecular predictor of patient survival and recurrence.

Further evidence for predicted exons was obtained in silico through validation with EST data, comparison with predictions in orthologous genes of related species, and RNA secondary structure predictions.

These results of the model selection models and the final models are assessed in a systematic scheme through validation for the independent performance.

There is much scope to improve the quality of research methodologies implemented in conflict settings through validation of survey tools, the establishment of clear protocols, and training in a broader use or research methodologies that can be applied in such settings.

Note that λ is a parameter that can be optimized through cross validation in practice.

Recently, NFκB has been identified as a major downstream target of the TWEAK/Fn14 axis through functional validation in numerous cellular and invivo contexts [ 31].

MS/MS spectra of phosphorylated peptides were filtered through manual validation in order to ensure high data quality.

In addition, false positives were also found in our ChIP-chip dataset through experimental validation in the wet-lab (Additional files 2 and 3, "Validation" column).