Journal of Big Data

Table 9 Binary confusion matrix for CICIDS2017

From: Cyberattack detection in wireless sensor networks using a hybrid feature reduction technique with AI and machine learning methods

Phase	Feature set
Phase	Full feature set			Reduced feature set
	Class	Normal	Anomalous	Class	Normal	Anomalous
Training	N	94,645	79	N	63,959	69
	A	52	66,532	A	46	28,086
Validation	N	25,853	54	N	25,853	54
Validation	A	92	9759	A	92	9759
Testing	N	24,213	41	N	24,213	41
Testing	A	71	11,423	A	71	11,423

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