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Features in CIC IDS 2018 with corresponding correlation values and p-value based significance.
| S. No | Feature name | Correlation value | p-value |
|---|---|---|---|
| 1 | active_mean | 0.9086 | >0.05 |
| 2 | Protocol | 0.7950 | <0.05 |
| 3 | subflow_fwd_pkts | 0.9992 | >0.05 |
| 4 | flow_pkts_s | 0.2177 | <0.05 |
| 5 | bwd_pkts_s | 0.2349 | <0.05 |
| 6 | pkt_size_avg | 0.9410 | >0.05 |
