Table 7.

Performance comparison of multilabel and binary classification setups for each offense type (best results are highlighted in green).

	Hands-on			Hands-off			ADVO breach
Setup	Accuracy	ROC	F1	Accuracy	ROC	F1	Accuracy	ROC	F1
Multilabel (50%)	0.6520	0.6493	0.7400	0.6043	0.5753	0.7300	0.6900	0.6676	0.8000
Multilabel	0.6587	0.6543	0.7600	0.6065	0.5786	0.7300	0.6840	0.6540	0.8000
Binary	0.6575	0.6456	0.7578	0.6072	0.5749	0.7367	0.6882	0.6576	0.8012