Journal of Big Data

Table 9 ANN classification results on Scikit-Learn on local machine (no resampling)

From: Resampling imbalanced data for network intrusion detection datasets

	KDD99	NB15	BoT-IoT	NB17-Ecobee	NB17-Danmini	NB17-Philips
Macro precision	0.877317	0.53307	0.607171	0.929664	0.924668	0.912172
Macro recall	0.832509	0.412258	0.57664	0.907989	0.903897	0.893773
Macro F1 score	0.842974	0.411132	0.585591	0.876052	0.875883	0.869574
Training time (s)	504.875	1119.422	1696.188	2356.359	896.3594	1385.156

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