Table 14.2
Importance Factor/Rates of dataset’s features.
FeaturesRates
Dst Port1.9105
Src Port1.6968
Bwd Header Len1.5457
Fwd Pkts/s1.4968
Bwd IAT Tot1.4911
Bwd IAT Max1.4875
Init Bwd Win Byts1.4708
Flow IAT Max1.45
Bwd IAT Mean1.4422
Flow Duration1.4343
Bwd Pkts/s1.4049
Flow Pkts/s1.3609
Pkt Len Max1.334
Pkt Len Std1.3326
Pkt Len Var1.3326
Pkt Len Mean1.3276
Pkt Size Avg1.315
Flow IAT Mean1.3086
Fwd Pkt Len Max1.2647
Fwd Header Len1.2646
TotLen Fwd Pkts1.2643
Subflow Fwd Byts1.2643
Fwd Seg Size Avg1.262
Fwd Pkt Len Mean1.262
Flow IAT Std1.2432
Flow Byts/s1.1413
Fwd Pkt Len Std1.1071
Fwd IAT Tot1.0659
Fwd IAT Max1.0618
Fwd IAT Mean0.9383
Subflow Bwd Byts0.9105
TotLen Bwd Pkts0.9105
Bwd Pkt Len Max0.9105
Bwd Pkt Len Std0.9074
Bwd Seg Size Avg0.9036
Bwd Pkt Len Mean0.9036
Tot Fwd Pkts0.8955
Subflow Fwd Pkts0.8955
Tot Bwd Pkts0.8882
Subflow Bwd Pkts0.8882
Bwd IAT Std0.8605
Bwd IAT Min0.7654
Fwd IAT Std0.7106
Fwd Act Data Pkts0.6886
Idle Max0.6349
Idle Min0.6312
Idle Mean0.6284
VULN_40.6233
Fwd IAT Min0.5794
Flow IAT Min0.5499
VULN_50.5374
Active Mean0.4929
Active Max0.486
Active Min0.458
Down/Up Ratio0.3961
Idle Std0.2128
Active Std0.2124
SYN Flag Cnt0.2114
VULN_30.1892
ACK Flag Cnt0.1506
VULN_10.1412
VULN_20.1412
Fwd Pkt Len Min0.137
RST Flag Cnt0.0828
PSH Flag Cnt0.0763
Bwd PSH Flags0.0763
FIN Flag Cnt0.0201
LabelClass/Category
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