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Table 56 Features by filter-based feature importance

From: IoT information theft prediction using ensemble feature selection

Information gain Information gain ratio Chi 2
proto_number proto_number bytes
state_number state_number sbytes
flgs_number flgs_number dbytes
dport dport rate
bytes bytes pkts
sbytes sbytes spkts
rate rate drate
dur dur dpkts
sum sum srate
min min dur
mean mean sum
max max dport
dbytes dbytes state_number
srate srate proto_number
dpkts dpkts max
spkts spkts mean
drate drate min
pkts pkts stddev
sport sport flgs_number
stddev stddev sport