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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