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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)