Sentence examples for clustering fit from inspiring English sources

The chapter distinguishes between supervised and unsupervised learning, demonstrating the advantages of the latter, and showing how methods such as clustering fit into the SPR framework.

An optimal group clustering fit revealed 7 RSNs.

We report on a voxel based model-free normalized cut graph clustering approach with whole brain coverage for group analysis of resting-state data, in which the number of RSNs is computed as an optimal clustering fit of the data.

To confirm that the optimization procedure resulted in a stable clustering fit of Ggrp, the overlap of the clustering solutions with a cut-off threshold varying around the found optimum of 9 was calculated.

There is no universally efficient rule of thumb to choose d; we decided to pick d = 3, as this makes clustering fit to the representation of genes in three dimensions.

The initial clustering fits one-, two- and three-component mixture models and determines the number of clusters based on silhouette scores.

The first hypothesis for gene clustering fits well with acquisitive evolution at the origin of metabolic pathways: enzymes in the pathway may derive from related polypeptides because they work on related substrates (see Danchin, 1989 for a discussion).

Components required eigenvalues over 1 and were varimax rotated, to produce the best cluster fit.

Having 12 clusters fit the dataset so that all the values were affiliated with a specific cluster.

The final number of clusters is selected using a heuristic that integrates both a statistical-based measure of cluster fit and characteristics of the resulting Hospital Groups.

The volume and shape can be equal or variable among axes to assess, for example, whether elliptical clusters fit better than round ones.