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 |