Research Article
On Internet Traffic Classification: A Two-Phased Machine Learning Approach
Table 8
Flow attribute usage.
| Flow attribute usage in selected C5.0 classifier | Category | Attribute | Percentage use |
| Protocol and port | Protocol | 80.62% | Destination port | 100% | Source port | 100% |
| Transmitted flow (Tx) attributes | Bytes [Tx.B.] | 100% | Packets [Tx.Pkt.] | 100% | Bits per second [Tx.bps.] | 100% | Packets per sec. [Tx.pps.] | 96.25% | Bytes per package [Tx.Bpp.] | 100% | Duration [Tx.s.] | 95.48% |
| Received flow (Rx) attributes | Bytes [Rx.B.] | 100% | Packets [Rx.Pkt.] | 100% | Bits per sec. [Rx.bps.] | 100% | Bytes per package [Rx.Bpp.] | 100% | Duration [Rx.s.] | 98.61% |
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