Sentence examples for validation schemes from inspiring English sources

Temporal split has previously been shown to be a better reflection of prospective performance, than other validation schemes [27].

Stochastic gradient boosted regression trees (BRT) were employed for model construction, with a variety of calibration and validation schemes tested.

Second, we proposed novel validation schemes for this kind of problem, depending on how much information is available for the inhibitor and for the kinase.

RRegrs implements an easy way to explore the models' search space of linear and non-linear models with special parameters specifications and cross validation schemes.

Overall classification accuracy indexes were calculated under two validation schemes, either taken within the training area or from a separated validation area.

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.

This validation scheme is routinely applied to validate the DNA-microarrays of the various organisms under study in our group.

All these models are trained and validated by using the CD4 lymphocyte data with a 10-fold cross validation scheme.

All results are based on a fourfold cross validation scheme.

We analyze the parameter with a cross validation scheme.

The proposed validation scheme takes both issues into account.