Sentence examples for a given number of classes from inspiring English sources

To start the estimation process, for a given number of classes, initial class centres in n-dimensional space are defined.

Jenk's optimization method assigns values to a given number of classes with the objective of minimizing variances within classes while maximizing between class means (Table 4).

Second, MLAs in general are trained using a given number of class types, and hence large varieties of class types found in a dynamically growing dataset could lead to inaccurate classification results.

Second, surface vertices were divided into a given number of orientation classes (noc) based on the angle between the xy-component of the corresponding normal and the reference vector.

Multiple threshold level values are determined by exhaustively searching through all sets of threshold levels for the given number of classes (K) in to which the image needs to be divided to find the combination that gives the minimum within class variance (or maximum inter-class variance).

One advantage of using branching process theory is that it allows one to calculate not only the mean number of cells in different division classes, but also the probability of a given number of cells in a given division class.

With a given number of genes in each class, the Fisher's exact test examines whether the number of genes in each class occurred only by chance (see Methods for details).

If, for example, a parasite infects a given number of hosts belonging to different orders or classes, one would consider such a parasite to be less specialized than a parasite that exploits the same number of closely related species.

Discuss the value of a given number.

Put differently, for a task with over six classes and the given number of proteins, a few mistakes can reduce the average considerably.

For a given trial number of classes, distribution parameters were initially chosen randomly, optimized with expectation minimization and the process repeated many times.