Sentence examples for model the given from inspiring English sources

An ideal topic modeling scheme should adequately model the given data samples and at the same time has the potential to yield semantically coherent latent topics.

In the model, the given levels of tolerable violation for several critical constraints are explicitly expressed.

The entire learning procedure for a DBM with L hidden layers is summarized in Algorithm 2. In layer-by-layer training procedure, the first RBM in the hierarchy is trained to model the given input observation.

Although the model parameters are dimensional, at this point we disregard their dimensionality: since only qualitative data is available to calibrate the model, the given parameter setting represents an equivalence class of parameter settings that can be generated starting from the given parameter setting by rescaling within the biologically feasible range.

Similar to PReach (Gabr et al., 2013), we model the given probabilistic network using polynomials.

Thus, Gumbel copula is the best fit to model the given data.

Then, the likelihood of the model, given the maximum-likelihood parameter estimates, was calculated.

Monetary income has been eliminated from the model given the large proportion of non-responses (45.2%).

The decoding aims to find the optimal path through the models given the observed acoustic information.

ΔAIC = difference in AIC between the tested models and the selected model given in bold.

Details of the model are given in the Results.