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This global model combination procedure worked well for easy targets where many similar models were generated.
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A further step to enhance the prediction accuracy using all the proposed models can be a combination procedure of their predictions, in order to exploit the fact that the models have strengths and weaknesses in different situations.
In what follows, we describe one iteration of the combination procedure using a current model (the initial rate-based forecast model at the first iteration) and an input model (any type of numerical forecast model) to compute a new rate-based forecast model.
According to different deterministic modelling approaches employed in the combination procedure, hybrid FE-SEA [21] and WBM-SEA [24] approaches are among the most promising recently developed mid-frequency modelling techniques.
It is denoted that the model combination skull S md will change as the combination coefficients updating in the optimization procedure.
For a given skull, the craniofacial reconstruction is a model matching procedure, in which the coefficients of the deformable model are adjusted iteratively and the model combination skull approaches to the given skull gradually.
Language Model Combination and Adaptation Using Weighted Finite State Transducers.
parallel model combination.
(ii) A two-pass combination procedure, which first produces several combination outputs with the given translations, and then performs one more combination step with these new outputs.
Across all model combinations, fish speed, fish turning angle and survey procedure had varying effects on bias (Fig. 4).
The transitions of our system are fine-grained enough to model most of the mechanisms currently used in designing combination procedures.
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