Sentence examples for maximized the log from inspiring English sources

We found that the solutions that maximized the log likelihood for these three distributions yield return period estimates that are larger than 2000 years.

To obtain a 'best' set of the four free parameters and avoid over-fitting, we found the values that maximized the log likelihood of observing the across subject average binned data, means, μp and gains, r, from experiment's 1A and 1B.

In specific, Davidson and Mackinnon (1984) seminal paper showed that the parameters estimates will be inconsistent if we ignored the heteroskedasctiticy and simply maximized the log-likelihood.

which is equivalent to maximizing the log of p(r ; x).

The maximum likelihood estimation of an RBM is to maximize the log likelihood log p v|θ) of parameter θ.

After configuring the DBN using RBMs, it is discriminatively trained using the backpropagation algorithm [48] to maximize the log probability of the class labels.

In the meanwhile, we maximize the log marginal likelihood Open image in new window to boost the fit of the model to the observed data X.

We find out a parameter set that maximizes the log likelihood by the Broyden-Fletcher-Goldfarb-Shanno method (e.g., Fletcher, 1980).

We seek the optimal solution of hyperparameters by maximizing the log marginal likelihood (see [27] for details): log p ( Ψ ′ | s, θ ) = − 1 2 Ψ ′ T K Ψ ′ − 1 Ψ ′ − 1 2 log | K Ψ ′ | − n 2 log 2 Π, (11).

Using these values, I maximize the log likelihood of the matching model (L m ) while solving for the fixed point (at the teacher and school matching probabilities ((P_{j,k^{o}}^{k}) and (P_{k}^{j,k^{o}}), respectively)).

Parameters that best describe P can be obtained by maximizing the log likelihood with respect to the Gaussian mixture models (GMM) for all the frames of the speech [2].