Research Article

Improving the Performance of Machine Learning-Based Network Intrusion Detection Systems on the UNSW-NB15 Dataset

Table 2

A confusion matrix for binary classification.

Actual/predictedAttackNormal

AttackTrue positive (TP)False negative (FN)
NormalFalse positive (FP)True negative (TN)