Sentence examples for assignment step from inspiring English sources

Assignment step: assign each observation (x_i) to the cluster (s_w) with the minimum euclidean distance between its centroid (varvec{D}_w) and the observation.

Given an initial set of cluster centroids ({varvec{D}_i^0, i=1,2,ldots,k}), the k-means algorithm proceeds by iterating two steps: 1) Assignment step: assign each observation (x_i) to the cluster (s_w) with the minimum euclidean distance between its centroid (varvec{D}_w) and the observation.

An assignment step is applied to assign followers nodes to most relevant communities.

The resource allocation step is followed by the resource assignment step, which determines which resources are assigned to each user.

During assignment step, each observation x p is assigned to the cluster whose mean has the least squared Euclidean distance as shown in Eq. (4).

The assignment step, in which each point is assigned to a cluster with its closest centroid.

The 2SHA computes two assignment steps.

The fragmentation and the two assignment steps enable a substructure based data fusion on the fragment level.

The 2SHA method has the highest computation time, because of the two assignment steps and the superposition of the fragments.

One of the optimal assignment methods, which is based on two different assignment steps, shows an increased performance on both types of evaluation.

A new method based on two different assignment steps shows an increased "scaffold-hopping" behavior together with a good early recognition performance.