Sentence examples for models with hidden from inspiring English sources

In general, we can classify them into two categories: (i) simple non Gaussian models with heavy tails and (ii) mixture models with hidden variables which result to hierarchical models.

In this direction, we propose to use Markov models with hidden states, in which the Markovian states represent potentially overlapping probabilistic distributions over protein conformations.

However, rather than relying on implicit models, with hidden assumptions and no clear link to data, systems thinking deploys explicit models, with assumptions laid out that can be calibrated to data and repeated by others.

Briefly, EM learns parameters in models with hidden variables by iterating between inferring the probabilities of hidden variables and changing parameters to maximize the likelihood given the probabilities of the hidden variables.

Since evaluation and oversight mechanisms have not been sufficiently developed and accepted within EU settings, there is much room for inefficiency, as a basic agency model with hidden information shows.

In a principal agent model with hidden information and no monetary transfers, I establish the veto-power principle: the principal can implement an optimal outcome through veto-based delegation with a properly chosen default decision.

Fig. 5 NRMSE for day-ahead forecasting by ELM models with different hidden nodes number.

Fig. 12 Computation time for training and testing ELM models with varying hidden nodes number.

In terms of the computational efficiency, time consumed for training and testing ELM models with varying hidden nodes number is depicted in Fig. 12.

NRMSE for day-ahead (24 h-ahead) forecasting by ELM models with different hidden nodes number are shown in Fig. 5.

When calculation time was also taken into account, the network model with one hidden layer having 10 neurons could be preferred.