Sentence examples for based on model performance from inspiring English sources

We considered gamma and inverse Gaussian distributions to model unobserved frailty, and selected the gamma distribution based on model performance.

Subsequently, the complete training dataset have been divided into N parts and then optimal model parameters have been selected from grid search based on model performance comparison.

In future work, we plan to analyze the skill of current climate models and select climate projections based on model performance in West Africa, with a focus on regions that we have determined a priori to be sensitive to changes in vectorial capacity.

The key idea is based on model migration, assuming that high-performance quality prediction models (defined as Base Models) have been available for the typical products.

Based on the model, performance parameters of a stratospheric airship during ascent are obtained, including film temperature, helium gas temperature, air temperature, pressure differential, altitude and ascent velocity, changing regulation for these parameters are discussed, and influence of initial helium gas volume and film radiation properties on thermal behavior is analyzed.

Preparation junior is considered today as a specific element of sports performance training based on model-driven organization, training and competitive activity.

In this paper, we proposed two methods (APMI and CPMI) that identify the suitable model for a query chemical compound based on the model performances in its Pareto neighbourhood.

The proposed method is based on parametric modelling, performance simulation tools and algorithms for computational optimization, for which the paper tackles three specific aspects.

We expect important differences may occur in circumstances when are very different for different k, in which case predictions based on may give imprecise estimates of model performance.

SAM first estimates the electric power production (performance model) and then estimates the energy cost based on a performance model, or more precisely, on a combination of performance and finance models.

The number of components used in the final model was determined based on maximum model classification performance for data in the time window 100 300 ms using an independent group of participants performing the same task with similar objects (see Clarke et al. 2013).