Journal of Big Data

Table 8 ANN Classification results on AWS with Spark (no resampling)

From: Resampling imbalanced data for network intrusion detection datasets

	KDD99	NB15	BoT-IoT	NB17-Ecobee	NB17-Danmini	NB17-Philips
Macro precision	0.735853	0.337079	0.571675	0.825617	0.792128	0.82112
Macro recall	0.732151	0.320941	0.451428	0.874221	0.842704	0.864271
Macro F1 score	0.733986	0.308697	0.466182	0.842014	0.806466	0.827655
Training time (s)	534	432	426	390	576	660

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