Sentence examples for considering the labels from inspiring English sources

Then, the k-nn algorithm searches the k nearest neighbors of the point h a x in the space ℋ a. Considering the labels { y 1 ∗, …, y k ∗ } of the k nearest neighbors, the probability P knn y=1|x) is computed as: P knn ( y = 1 | x ) ≐ ∑ i = 1 k 1 l { y i ∗ = 1 } k, (8)  where 1 lpred=1 if the predicate (pred) is true and 1 lpred=0 otherwise.

A number of algorithms discover frequent subnetworks by considering the labels of the interacting molecules.

That probably sounds funny, considering the label.

bRecoveries were calculated considering the labeled amount reported by the manufacturer.

An inter-annotator agreement of 91% was obtained when exact matching of the chemical mentions was used without considering the label of the SACEM classes.

Considering the labeling of the vertices, every occurring three-tuple value of R s is chosen to correspond to a distinct label in the subgraph of tree node s.

By considering the label f i of each SPN n i as a random variable, the objective of clustering is to assign an optimal class label d k to each random variable n i in an iterative manner until the stop criterion is met.

It considers the labels of k nearest neighbors to classify a test document.

Consider the labels on the arcs as the proportion of the available bandwidth for the node compared to the available bandwidth on the nodes from the candidate set.

Ahmed et al. [5] modified the objective function of the FCM by adding a regularizer which considers the labels of all the neighboring voxels in an image to compensate the bias field effect of the data.

It is for this reason that the Ninth Circuit considered "the labeling and appearance of the advertisements and the surrounding context on the screen displaying the results page" to be a critical factor in finding no likelihood of confusion in a case in which the alleged infringer used a competitor's mark as a keyword.