Using Burstiness for Network Applications Classification

Table 6

Attribute usage in C 5.0 classifier.

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Basic features usage (75-100)%

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data_packets[min, max], flow_duration[mean, min], flags_packets[mean, min, max], inter_arrival_time_data[sd, min]

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Burstiness features usage (75-100)%

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burst_size_bytes[md, min, mean], burst_no[sd, min], idle_time_data[mean, min, sd], pkt_data_count[min, mean], pkt_count[min, sd], inter_arrival_time_burst_conns[min, sd], inter_arrival_time_burst[mean, max], burst_size_bytes_data[max, min, mean], burst_duration[sd, mean], burst_data_no[min]

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