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Table 52 Features by filter-based feature importance

From: IoT information theft prediction using ensemble feature selection

Information gain

Information gain ratio

Chi 2

drate

drate

dbytes

dur

dur

bytes

sum

sum

sbytes

srate

srate

drate

rate

rate

dpkts

dbytes

dbytes

rate

proto_number

proto_number

spkts

sbytes

sbytes

pkts

flgs_number

flgs_number

dport

state_number

state_number

srate

max

max

sum

min

min

dur

bytes

bytes

state_number

mean

mean

min

dport

dport

mean

pkts

pkts

max

spkts

spkts

proto_number

dpkts

dpkts

flgs_number

stddev

stddev

stddev

sport

sport

sport