Sentence examples for maximum difference criterion from inspiring English sources

Here, we studied two strategies to elucidate informative experiments: the first based on a maximum entropy criterion and the other based on a novel criterion, termed maximum difference criterion.

In particular, we find that the maximum difference criterion is superior to all other approaches in all the settings we tested, leading to 5 11-fold savings in the number of experiments to be performed with respect to the available experiment sets.

The algorithm uses the learning algorithm by Sharan and Karp (2012) as a building block and its outline is as follows (see Fig. 1): (i) Duplicate the ILP of Sharan and Karp so that each copy holds a distinct model; these models (M1, M2) are used to evaluate the maximum difference criterion.

Our main contribution is in the development of an algorithm to optimally solve the maximum difference design criterion while exploring the space of all optimal models under all possible experiments.

In this paper, we propose a Multiple-Instance Feature Extraction (MIFE) framework to design algorithms at both the bag and instance levels based on the Maximum Trace-Difference criterion, which simultaneously maximizes between-class scattering and minimizes within-class scattering.

The second scheme, termed maximum difference, is an intuitive and novel criterion maximizing the disagreement between two candidate models.

The second strategy learns de novo experiments that maximize the disagreement between current best-fit models, a criterion that we term maximum difference.

(5 where (p_{max }) is the maximum difference between the target level (b_{q}) and the criterion in which the decision maker want to achieve.

The maximum difference between the most distant values by Δ 2 criteria reached 74 %, through Δ 3 criteria is 19%%.

We propose and implement an intuitive criterion for experimental design strategy based on maximum difference.

Ten mutational steps between any two haplotypes is the maximum difference allowable in order to reconstruct the relationships while meeting the parsimony criterion with 95% probability [ 58].