Sentence examples for maximizes the between from inspiring English sources

DA maximizes the between group - within group variance.

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|.

Thus, the design of an efficient face recognition algorithm requires judicious construction of a feature vector that maximizes the between-person variability, while minimizing the within-person variability across 2D spatial coordinates of an image as well as changing conditions of image capturing.

This maximizes the between-region differences with respect to geographic, cultural, and social-economic characteristics, and therefore allows us to capture a sample that is homogeneous within regions and heterogeneous among regions.

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

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

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.

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 aim of OMMPS is to maximize the between-class margin by increasing the between-class scatter distance and reducing the within-class scatter distance simultaneously.

The proposed method is able to maximize the between-class margin by increasing the between-class scatter distance and reducing the within-class scatter distance simultaneously.