Sentence examples for constructing a classification from inspiring English sources

After constructing a classification model, based on this set of papers, the classifier applies the model to a MEDLINE sample.

The response variable was 0 for Ames- or 1 for Ames+ in these models and the predicted value found from the regression was used as a cutoff in constructing a classification model.

To account for that, we built the third dataset, which not only serves as a test bed for constructing a classification system of the entire structural interactome, but also allows us to study biological phenomena occurring in similar interfaces.

One of the most important steps of constructing a classification model is to encode each term by its essential properties.

When constructing a classification model, the experimental validated pre-miRNAs (real pre-miRNAs) are used as positive samples.

By contrast, constructing a classification scheme that imposes a sensible nomenclature, and attaching the nomenclature to clear and useful functional description, does have value.

(a) The recursive partitioning algorithm was used to construct a classification tree, based on the abundance of the polyamine transport module.

He constructed a classification system that associated physiology and psychology, which he outlined in The Varieties of Human Physique (1940) and The Varieties of Temperament (1942).

To construct a classification of patients with shoulder complaints based on their physical examination.

Despite numerous attempts to determine the appropriate re-sampling proportion in each class by using a trial-and-error method in order to construct a classification model with imbalanced data (Barandela, Vadovinos, Sánchez, & Ferri, 2004; He, Han, & Wang, 2005; Japkowicz, 2000; McCarthy, Zabar, & Weiss, 2005), the optimal strategy for each class may be infeasible when using such a method.

A central problem in constructing the efficient classification system is identifying a representative set of features from which to construct a classification model for a particular task.