Sentence examples for constructing prediction from inspiring English sources

This paper proposed a novel method for constructing prediction interval based on a hydrological model ensemble.

This paper presents a method of constructing prediction interval for artificial neural network (ANN) rainfall runoff models during calibration with a consideration of generating ensemble predictions.

Search based algorithms which form a subset of machine learning algorithms can be utilized for constructing prediction models to identify change prone classes of software.

The proposed methodology in this paper provides a foundation for constructing prediction intervals for neural networks and quantifying the extent that each source of uncertainty contributes to total prediction uncertainty.

When constructing prediction models using multiple parameters, it is important to choose the most optimal parameter set[19].

We used logistic regression for constructing prediction models.

Alternative methods to evaluate pragmatic model performance are required and we propose constructing predictions either from a second set of covariate imputations which make no use of observed outcomes, or from a set of partial prediction models constructed for each potential observed pattern of covariate.

The results showed that the proposed method is able to construct prediction interval appropriately and efficiently.

The effects of North Atlantic and Arctic Oscillation indexes on the constructed prediction intervals are also examined.

ANFIS was employed as a second non-linear tool to construct prediction models.

We designed a cohort study to construct prediction models for chronic kidney disease in the Chinese population.