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The threshold will be computed by the Port Role Interval Classifying Algorithm in Section 3.4.

The next subsection will give a detailed port role interval classifying algorithm based on the Eq. (14).

In the measuring progress, classifying algorithm first records every port's source IP numbers, source port's destination IP numbers, destination port's source IP numbers, destination port's source IP numbers.

The central idea of supervised classification in chemoinformatics is to design a classifying algorithm that accurately assigns a new molecule to one of a set of predefined classes.

Chen et al. [57] used a MapReduce-based implementation of the OneR classifying algorithm, alongside vertical compression to improve detection up to 184 times with only tolerable losses in performance in their SVM-based cloud intrusion detection technique.

A classifying algorithm was trained on a subset of the data to recognize from the recorded brain activity where on the screen a line had appeared.

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Similar(53)

After comparing the results of the different back-end classifying algorithms, discriminative SVM classifier with pair-wise posterior probability achieves the most performance improvement.

Different types of machine learning algorithms, clustering and classifying algorithms, and evaluating their applicability to modern intrusion detection techniques are explained.

After the data weighting stage, three different classification algorithms that included the k-NN (k-Nearest Neighbour), RBF NN (Radial Basis Function Neural Network) and SVM (Support Vector Machine) classifying algorithms have been used to classify the datasets.

In order to reach the best possible results, we tested several classifying algorithms (SVM, rpart, randomForest, naiveBayes, logReg, k-NN).

Classifying algorithms such as Gaussian, k-nearest neighbor (k-NN), and Support Vector Machine (SVM) learned the features of cancer diagnosis and Gleason grading.

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