Sentence examples for application is classification from inspiring English sources

When the application is classification, the measure of chance between the classification results and the true classes (labeled categorical data class) is assessed by Kappa statistic.

Another application is the classification of protein remotely related, which can be addressed with sophisticated word counting procedures [ 18, 19].

The classic application area of algorithm selection in machine learning is classification.

Third is Classification.

As a consequence, ANNs can be used for a variety of applications, among which are classification in medical applications [3, 5, 23, 35], descriptive modeling, clustering, function approximation, time series prediction [36] and sonar or radar detection [37].

Therefore, a system designer can choose the best performing algorithms in terms of accuracy and other performance quality indicators if the voice classification application is not prone to frequent update of training dataset (that means no need to build the classification model over again), and of course vice versa this implies.

A spam detection application is really a stream classification problem, in the sense that the classifier needs to classify new patterns at the time they arrive [35].

One key application is the detection and classification of targets on the ground under tree cover using airborne imagery, which is related to environmental mapping and is the focus of the Jigsaw [7] and Swedish Defence Research [8] systems.

For example, if the machine learning application is software module defect classification and each software metric is taken as a feature, then xi is the i-th feature vector (instance) corresponding to the i-th software module, n is the number of feature vectors in X, ({mathcal{X}}) is the space of all possible feature vectors, and X is a particular learning sample.

A case study dealing with a network intrusion detection application is presented in Section 2. Another application is packet classification [16].

At the third level, the analytical steps specific to each application are used for classification (quality control, spliced alignment, de novo assembly, etc.; Figure 1B).