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%