Sentence examples for maximizing the between from inspiring English sources

One aim of normalization is to minimize, for each gene, the within group variability while maximizing the between group variability also referred to as mean sum of square within and mean sum of square between respectively.

This turns out to be the same as maximizing the between-class variance.

Furthermore, instead of directly maximizing the between-class distance, a new constraint w′ mk+1−m k )≥ρ (k=1,2,⋯,K−1) is introduced.

The Otsu's method [6] is one of the most classical clustering methods, which segments an image by maximizing the between-class variance of the thresholded image.

With enough efficient labeled samples, the optimal projections could be found by maximizing the between-class scatter variance meanwhile minimizing the within-class scatter variance.

LDA looks for low-dimensional linear combinations of variables, which best explain the data, by maximizing the between-class scatter matrix while minimizing the within-class scatter matrix and form a linear discriminant function resulting in least misjudgments [87, 88, 89].

We evaluated clustering using multi-dimensional scaling and AMOVA methods [43], maximizing the between-group variation (vA) and minimizing the within-group variation (vB).

The projection w should minimize the within-class distance and maximize the between-class distance simultaneously.

The goal of LDA is to maximize the between-class measure while minimizing the within-class measure.

Specifically, Equation 12 tries to minimize the within-class distance and maximize the between-class distance simultaneously.

LDA computes a transformation that maximizes the between-class scatter while minimizing the within-class scatter by maximizing the following ratio: det|SB|/det|SW|.