Method of multi-dimensional packet classification based on muti-bit segmentation

A multidimensional grouping classification method based on multi-bit division includes following steps: 1) establish a decision tree root node, and assign the full set of the rules set of classification algorithm to the root node; 2) recursively divide each node of decision tree with the correspondi...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: CHU LINGWEI, LI WEI, ZHENG YUEXIA, GONG XIANGYANG, CAO TING, LIU HONGMING
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:A multidimensional grouping classification method based on multi-bit division includes following steps: 1) establish a decision tree root node, and assign the full set of the rules set of classification algorithm to the root node; 2) recursively divide each node of decision tree with the corresponding rules set, and generate a number of sub-nodes, and each sub-node corresponds to a rules subset after the division; until the scale of all the rules sets of the nodes is smaller than a certain predetermined threshold; in which, the said division method including the following steps in turn: convert the rules table into two-dimensional bit array, and evaluate the performance when each bit generating decision tree, and according to the performance influence scale, select the bit to generate decision tree. This invention uses bit value as the basis of node separating, and based on the new view of bit division, to establish the decision tree, so the established tree is small in scale, and thecomprehensive performance