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Table 48 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 sbytes
state_number state_number dbytes
flgs_number flgs_number bytes
dport dport rate
bytes bytes pkts
sbytes sbytes spkts
rate rate drate
dur dur srate
sum sum dpkts
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