Sentence examples for mutual information yields from inspiring English sources

The calculation of mean of mutual information yields the ergodic capacity, while the Gaussian approximation of mutual information can be used to obtain the outage probability.

Maximizing mutual information yields cut-off levels decreasing with increasing pre-test probability of disease.

DOI: http://dx.doi.org/10.7554/eLife.06134.011 10.7554/eLiFigure34.012 Figure 5 figure supplement 2. Clustering aimed at maximizing the mutual information yields similar results to clustering based on similarity alone.

Table  1 and Figure  2 reveal important and characteristic features of the results: first, while the Youden index method as well as the LR method produce cut-off levels which are remarkably stable with respect to the large variation of P(D), the Mutual information method yields, irrespective of the distributions used, monotonously decreasing cut-off levels with increasing P(D).

The mode-matched method was also found to yield the maximum output mutual information for various other values of α, μ v → s ( 2 ) and σ2.

However, in this case there is also the complication that the model that performs worst, yields better mutual information.

Taking advantage of the fact that the data from a single sensor can be individually modeled by a HMM, and according to the maximum entropy principle and the maximum mutual information (MMI) criterion, the fusion model yields the following two structures, as shown by [4]: (1) (2).

It verifies that the asymptotic design can efficiently yield an acceptable mutual information while saving a huge computational complexity compared to the numerical design, especially when the system size is large.

From the computed entropy using Eq. (40), it is seen that the Gumbel Hougaard copula yielded the highest mutual information (the absolute value of the copula entropy) among all the copula candidates.

Mutual information is used as payoff function.

It can be observed that the closed-form solution and the numerical solution yield the same optimal mutual information value.