Sentence examples for improve ensemble from inspiring English sources

Incorporation of all sources of modeling uncertainty is found to greatly improve ensemble resolution and discrimination.

Finally, the chapter forwards recommendations for design of versatile/ adjustable clothing for highly active people and future research trends to improve ensemble design and develop convenient tools for assessing clothing ventilation and performance.

Both true and false positives were counted, as variation in both will improve ensemble performance.

Evaluating different ways for developing individual DT models to be combined has been a major focus, which have all been reported to improve ensemble predictive accuracy.

Improved ensemble empirical mode decomposition.

These are: 1) Improve the fidelity of the climate models at the heart of the forecast systems; 2) develop better measures to define and verify forecast reliability and skill; 3) design improved ensemble prediction systems; and 4) refine product outputs to have greater utility for decision-making.

We tested whether additional tweaking of the coefficients of the base leaners in the ensemble model can improve the ensemble prediction.

We focus on the online approach to track and adapt to concept drift and shift and on using this knowledge to improve the ensemble forecasting model that was proposed in [1] by making the model able to not only detect outliers, but also track the changes in data streams.

The forecast performance can be improved using ensemble empirical mode decomposition (EEMD) to produce cleaner signals as model inputs.

Methodologies for precipitation and temperature model forecast adjustment to comply with the corresponding observations were formulated and tested as regards their effectiveness for improving the ensemble predictions of these two variables and also for improving reservoir inflow forecasts.

Single trees are usually very much improved by ensemble methods, which average the predictions of several trees.