Sentence examples for maximizes the log from inspiring English sources

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

training data O k k = 1 K ; the goal is to find the best set of model parameters λ ^, which maximizes the log likelihood: λ ^ def ¯ ¯ argmax λ L λ, L λ def ¯ ¯ 1 K ∑ k = 1 K ln P O k | λ. (21).

From the four quadrant specific estimates, we choose the set that maximizes the log likelihood of the full bivariate Gaussian distribution.

To identify the promoter state trajectory μ i over the time interval [ 0, t N ] that maximizes the log likelihood L ; To identify the regulators of the target gene, i.e. the genes whose expression levels influence μ i.

Within this context, our goal is, for each target gene i: To identify the promoter state trajectory μ i over the time interval [ 0, t N ] that maximizes the log likelihood L ; To identify the regulators of the target gene, i.e. the genes whose expression levels influence μ i.

Notice that the highest possible heritability of a trait y is 1 when σ g 2 = 1 and σ e 2 = 0. We hence propose to formulate an optimization problem, in which we search for the optimal w that maximizes the log likelihood ℓ (σ g 2, σ e 2 ; y, C, Z ) (or equivalently, ℓ 2 (σ g 2, σ e 2 ; y ˜ 2, ) ) of observing σ g 2 = 1 and σ e 2 = 0.

Mixture parameters (weights, means vectors, and covariance matrices) are estimated by the Expectation Maximization algorithm (EM) which maximizes the log-likelihood criterion.

As mentioned before, in order to handle the case of multiple solutions we adopt different initial points, say k, in the maximization procedure and use the estimate which maximizes the log-likelihood among these k values.

The method maximizes the log-likelihood function for unknown parameters ε i using the preamble.

We should choose the K that maximizes the log-likelihood among all K values.

We choose K=5 that maximizes the log-likelihood among all K values.