Sentence examples for of the nearest class from inspiring English sources

In our current implementation, in order to improve the efficiency of the classifier, we include only a limited number, denoted by k', of the nearest class- j training instances of v while evaluating (v).

Then, at each iteration an assignment of data points to the nearest class centre takes place.

The denominator in (2) corresponds to the squared Mahalanobis distance between xval, n and the mean of the nearest wrong class.

Although this represented a range of sizes, the higher frequency of smaller fragments and their advantage during the amplification steps resulted in a de facto enrichment of the near-bottom class of fragments.

The aim of this algorithm is to reorder the classes an all classifiers in order to assign same color to the three nearest classes of the three classifiers.

For each size class, we compared mean distance of the nearest tree of each class from the center point as a measure of forest density on non-degraded and degraded habitat transects (Mann–Whitney U-test).

This is also equivalent to counting the correct predictions of the nearest neighbor classifier for class I using leave-one-out validation.

Figure 11 shows a plot of the nearest neighbours for the classes from the active data set.

For every sample, we calculated the Euclidean distances to the two centroids and assigned the class of the nearest centroid.

The NN method as employed by Huang and colleagues [ 7] simply classifies a query protein based on the class of the "nearest" protein.

After the training process has been completed, a test instance can be classified by assigning it the class label of the nearest neuron.