Sentence examples for maximized the classification from inspiring English sources

The bandwidth parameter 0.15, which maximized the classification accuracy, was chosen for the following experiments.

The objective is then to maximize the classification accuracy rate.

We then report the horizon that maximizes the classification ability of the chronology.

The optimal τ is selected by maximizing the classification accuracy on 3 unseen points.

Choose the number of neighbors K = 5 that maximizes the classification accuracy.

This formula represents an optimal classification hyperplane, which can minimize the classification error rate and maximize the classification interval in the meantime.

The goal of designing an optimal nearest neighbor classifier is to maximize the classification accuracy while minimizing the sizes of both the reference and feature sets.

These approaches should reduce the dimensionality of the hyper-spectral data by selecting the most relevant bands that maximize the classification rate (or the separation among materials) without reducing the discriminative power of the extracted features [24].

Generally, a cost-based feature selection method is used to maximize the classification performance and minimize the classification cost associated with the features, which is a multi-objective optimization problem.

In TNB, unlike SNB and LCMNB, these discriminant functions can be tuned to maximize the classification ability of the TNB based classifiers by tweaking the value of the (lambda ) parameter in the interval [0,1].

For a set of training samples, D-ABC algorithm modifies parameters vector x → = { C, γ, q 1, q 2, …, q n } cycle-by-cycle, and search best x → for maximizing the classification accuracy.