Variation of log-likelihood values for all observations in each iteration are continuously saved in server until the estimation process is terminated.
Quasi Newton methods overcome the problem of calculating the inverse of Hessian matrix in each iteration, by continuously updating an approximation of the inverse of the Hessian matrix in each iteration.
The LVQ1 network learns all the possible variations for a particular data set and in order to obtain the optimum iteration, we continuously changed the number of iteration steps from a small number to a large one with continuous observation of classification of the data.
In co-training [which belongs to a larger class of semi-supervised learning methods (Chapelle et al., 2006)], two models are iteratively improved by continuously increasing the training (labeled) set at each iteration based on the agreement of the models on the unlabeled examples.
As a smoothing technique for the multigrid method, collective symmetric point Gauss-Seidel relaxation is applied with as the basic solution technique: exact Newton iteration applied to a continuously differentiable, first-order upwind discretization of the full Navier-Stokes equations.
The model is built to maximize this value and over many iterations it improves by continuously adjusting its strategy.
Finally, the mathematical expression of a gradient vector can be translated into computer code based on the interpretation implied in the above formula expansion and its numerical value is continuously changed during iterations until the process is terminated.
The remaining large values are continuously reduced in every iteration, obtaining a very good estimate of the f-waves after five iterations.
All the four methods effectively inhibit positive feedback, and BER continuously decreases with increasing iteration number (Fig. 3 b).
These linear systems are continuously recalculated at every iteration to compensate the slow time drift exhibited by MAPS-FR signals.
Take an initial point x 0 ∈ C and set k : = 0. Iteration k: Carry out three steps below continuously.
