Sentence examples for hyper selection from inspiring English sources

Thus, it was concluded that hyper selection for reproductive longevity and average prolificacy successfully delayed reproductive senescence, and that this newly founded line showed less environmental sensitivity, which might have been mediated by a higher body reserve.

Model hyper-parameter selection is particularly important for non-linear machine learning algorithms and AZOrange optimizes any number of model hyper-parameters automatically and simultaneously for all its methods.

A few machine learning packages implement semi-automated model hyper-parameter selection.

The automated and generalized model hyper-parameter selection is a unique feature of AZOrange.

The major interfaces of AZOrange extend the functionality of Orange by incorporating descriptor calculation, additional persistent learners and generalized, automated model hyper-parameter selection.

The customization and the automated model hyper-parameter selection provide the tools necessary for automated model development, batch generation of models and the assessment of multiple model hypothesis.

The automated work flow relies upon the customization of the machine learning algorithms and a generalized, automated model hyper-parameter selection process.

First fitness of AV models in capturing AV coherency is evaluated with some initial experiments providing enough data for hyper-parameter selection of models.

Model hyper-parameter selection aims to find the parameters with the greatest generalization accuracy for a given data set by comparing the accuracy for different combinations of hyper-parameters.

We test nine different selection hyper-heuristics including an online learning hyper-heuristic on a multi-objective wind farm layout optimisation problem.

The empirical results on a hyper-heuristic benchmark indicate the success of the proposed selection hyper-heuristic across six problem domains beating the state-of-the-art approach.