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Like its real-valued counterpart, the proposed algorithm aims to achieve maximised model robustness and sparsity by combining two effective and complementary approaches.
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We can thus construct a likelihood ratio test by comparing the maximised weighted likelihoods of two models via analysis of deviance: (i) the null model where β = 0; and (ii) the alternative model for which β is unconstrained.
In the Batesian mimicry system of P. dardanus, the equilibrium frequency is the abundance of the mimic relative to their model at which fitness is maximised, without predators associating a pattern with palatability rather than toxicity [ 56].
Model selection used Akaike's information criterion (AIC), which measures the goodness of fit of a model based on the number of parameters included and the maximised likelihood for the model.
It is a world in which the rules and values of the free market and maximised profit have been mistaken for a social framework, a world where institutions themselves are paramount and everyday human beings matter less.
The likelihood ratio test, which is the difference between the maximised log-likelihood statistics, was used to assess the significance of additional covariates in the model (Breslow and Day, 1980).
In order to express the probabilities of occurrence simulated by the models as simulations of presence or absence of the species, the threshold probability that maximised Cohen's κ [26] was determined [8], [14].
Learning is further maximised because processing with the two channels forges a connection between the channels which reinforces a cohesive mental model (Gellevij et al. 2002).
The IMD method addresses the measurement design problem of selecting k feasible measurements such that the mutual information between the unknown image and measurements is maximised, where k is a given budget and the mutual information is extracted from the linear dynamic sparse model.
How can these be maximised?
It will be important to ensure new technologies or solutions have sustainability maximised and built-in.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com