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Table 3 Features with nominal data type incompatible with ML techniques

From: Intrusion detection in internet of things using supervised machine learning based on application and transport layer features using UNSW-NB15 data-set

Feature Description
srcip IP address of the source
dstip IP address of the destination
proto Protocol used in the transaction
state Shows the state of the transaction and the protocol used
service Service used by the transaction (http, ftp, smtp, ssh, dns, ftp-data, etc)