Sentence examples for maximizing between from inspiring English sources

Jenk's optimization method assigns values to a given number of classes with the objective of minimizing variances within classes while maximizing between class means (Table 4).

We saw no consistent gradients in effect modification by individual characteristics and social economic status, and in particular no gradient by either individual level socioeconomic status or area-based socioeconomic status, which was based on small areas (block groups) that were designed to minimize within area gradients while maximizing between area gradients.

The cluster analysis reduces n original estuaries into g groups such that 1<g<n with the general goal of minimizing within-group variation and <span class="lh">maximizing between-group variation.

Accurate stand delineation has the goal of maximizing between-stand variance while minimizing within-stand variance.

At the same time, trees aim to discriminate disjunctive homogeneous subsets by minimizing within-variance and maximizing between-variance.

Because traffic indicators are highly correlated, however, we considered cluster analysis as a secondary selection method; the tree command in R groups observed concentrations by applying an impurity criterion to minimize within-group variances while maximizing between-group differences.

Unlike traditional clustering (e.g., k means or fuzzy clustering approaches) that typically involves minimizing within- and maximizing between-cluster variance, cluster identification using LCA employs a model-based approach in which the 'probabilities' of class membership are estimated from model parameters and individuals' observed scores[ 12].

dCluster analysis classifies individuals on the basis of similarities of some characteristics seeking to minimize within-group variance and maximize between-group variance.

On the other hand, discriminant analysis-based methods maximize between-class variance and minimize within-class variance to separate neighboring categories with maintenance of their ordinal scales.

Second, ASFDA seeks projections to minimize within-class temporal variation and maximize between-class temporal variation simultaneously based on maximum margin criterion.

In particular, we find that in the absence of mutation the strain that maximizes between-host fitness can outcompete all other strains.