Table 6.

Statistical analysis of binary classifiers to predict intrusion.

Models	MAE	MSE	RMSE	R 2%
QSVM	0.0422	0.0422	0.20	83
KNN	0.0144	0.01449	0.120	94.17
Linear discriminant	0.0323	0.0322	0.1796	87.04
Quadratic discriminant	0.3101	0.310	0.55	13.82