Sentence examples for dimensions of model parameters from inspiring English sources
The selection of appropriate dimensions of model parameters (e.g., K R and K D ) in the probabilistic 2-mode analysis depends on the training models and also available adaptation data.
Influences of model parameters and sample dimensions on the predictions are also discussed.
Note in passing that the associated reduction of model parameter space dimension developments [14] along with the emergence of the quantitative evidence/knowledge-based materials design paradigm and the treatment of images as data planes [15] were all foreseen some two decades ago.
In sum, the task of parameter estimation in the Rab5-to-Rab7 cut-out switch model leads to a 22-dimensional continuous minimization problem with 18 dimensions corresponding to model parameters and four dimensions corresponding to the initial values of the four system variables.
Assuming experiments are independent, the full log likelihood is (6) where is the log likelihood as specified in (4), and each is a vector of varying dimension containing all model parameters for experiment i.
The number of dimensions in the model parameter space ranges from a few to dozens, depending on the number of planets in the system, and the type of motion measured (line-of-sight velocity, or position on the sky).
Moreover, sensitivity analysis techniques are performed upstream to determine the hierarchization of the model parameters and to reduce the dimension of the input space.
To permit visualization of the ecologic dimensions of models, we combined best-subsets predictions with maps of the ecologic parameters used to build them in a GIS environment (COMBINE in ArcView 3.2).
Given the high-dimensionality of the model parameter space (at least five dimensions per planet), a global search is extremely computationally demanding.
This means the dimensions of φ and δ, and hence the model parameter dimension, are not changed even though mutation model parameters are effectively included and excluded in the likelihood during the MCMC.
