Journal of Big Data

Table 6 Results using 42 features—multiclass classification

From: Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset

ML Method	Tr. AC (%)	Val. AC (%)	Test AC (%)	Precision (%)	Recall (%)	F1-Score (%)
ANN	79.91	79.61	75.62	79.92	75.61	76.58
LR	75.51	73.93	65.53	76.91	65.54	66.62
kNN	81.75	76.83	70.09	75.79	70.21	72.03
SVM	53.43	52.67	61.09	47.47	62.00	53.77
DT	77.69	77.38	66.03	79.82	66.04	51.12

Back to article page