Network Traffic Classification Based on SD Sampling and Hierarchical Ensemble Learning

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Software/hardware</td><td class="align_center">Details</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">OS</td><td class="align_center">Windows 10</td></tr><tr><td class="align_left">CPU</td><td class="align_center">Intel (R) Core (TM) i7-8750H CPU @2.20 GHz</td></tr><tr><td class="align_left">Memory</td><td class="align_center">8.0 GB</td></tr><tr><td class="align_left">Disk</td><td class="align_center">1.0 TB</td></tr><tr><td class="align_left">Python</td><td class="align_center">3.6.9</td></tr><tr><td class="align_left">Framework</td><td class="align_center">Sklearn 0.24.2 + torch 1.10.0</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Security and Communication Networks

tab4

Table 4

Table 4: Network Traffic Classification Based on SD Sampling and Hierarchical Ensemble Learning 