Sentence examples for single models from inspiring English sources

Recent studies on time series forecasting largely focus on combination methods given the distinguishing features of hybrid models (e.g., unique modeling capability of each model), drawbacks in using single models, and the resultant improvements in forecasting accuracy.

Consequently, the number of single models in the ensemble explodes.

These 24 single models may be interrelated or span a (fully) multivariate model.

Overall, all model ensembles (Table 2D) exhibited higher predictive power than single models (Table 2A).

The effectiveness of coupled models is compared with traditional single models.

Ensembles are more accurate than single models in their predictive ability.

Randoms are usually estimated using a delayed window or from single models, measuring single count rates in detector.

The mixed model makes an improvement both on the forecasting accuracy and efficiency compared with any other single models.

Also, it provides more stable and accurate results as compared to single models or some other models.

However, the question of how to combine single models, that is, which combination yields more accurate results, remains unanswered.

Based on a simple strategy they often achieve good performance, especially when the single models comprising the ensemble are diverse.