Sentence examples similar to by computing the nearest from inspiring English sources

In contrast, k NN works by computing the k nearest neighbors to the input sample based on a distance metric (by default, Euclidean) and using a majority vote among the neighbors to determine the class label of the sample.

The center points of these hard spheres were compared to the cluster center positions by computing the RMSD values of nearest point correspondences, revealing the packing model and sphere diameter that best matched the data.

VLAD uses a dictionary to aggregate local features, and the local features extracted from the image are partitioned to the nearest cluster by computing the Euclidean distance.

The local mean-based k-nearest neighbor classifier (LMKNN) was firstly introduced to achieve robustness against outliers by computing the local mean vector of k nearest neighbors for each class.

We finally estimated the expression level of the nearest neighbor TAR by computing the average intensities of the virtual tiles and compared this value with the expression level measured from the actual probes within the TAR (determined by averaging their PM-MM values).

With k-Nearest Neighbor (kNN) density estimation, density is estimated by computing the volume required to include the k nearest neighbors of the current sample [ 55- 57]: (8) p θ → = 1 N k ρ k θ → d v d In this equation ρ k represents the distance to the k t h nearest neighbor, d the number of dimensions and v d the volume of the unit ball in R d.

Skeleton grows from seed, which is obtained by computing the joint cluster's center and searching the nearest branch point to the center in each branch.

The validity of the method is evaluated by computing the drag on a sphere moving near a wall.