Table 6.

Network performance on unseen data years and combined data years evaluated on the metrics precision p, recall r, $F_1^w$, and accuracy.

Train data	Test data	FHB severity												$F_1^w$	Acc
		≤2		3		4		5		6		≥7
		p	r	p	r	p	r	p	r	p	r	p	r
${\mathcal{D}}_{20}$	${\mathcal{D}}_{21}$	0.30	0.38	0.33	0.30	0.9	0.45	0.32	0.45	0.32	0.44	0.82	0.12	0.33	0.34
${\mathcal{D}}_{20}$	${\mathcal{D}}_{22}$	0.30	0.34	0.23	0.37	0.25	0.28	0.26	0.43	0.20	0.48	0.95	0.17	0.29	0.29
${\mathcal{D}}_{21}$	${\mathcal{D}}_{20}$	0.67	0.84	0.23	0.19	0.36	0.28	0.21	0.27	0.36	0.36	0.83	0.29	0.47	0.48
${\mathcal{D}}_{21}$	${\mathcal{D}}_{22}$	0.92	0.18	0.33	0.32	0.18	0.23	0.14	0.41	0.18	0.49	0.82	0.13	0.25	0.25
${\mathcal{D}}_{20+21}$	${\mathcal{D}}_{20}$	0.80	0.84	0.52	0.46	0.31	0.28	0.41	0.47	0.58	0.64	0.67	0.59	0.61	0.62
${\mathcal{D}}_{20+21}$	${\mathcal{D}}_{21}$	0.86	0.57	0.40	0.52	0.32	0.36	0.46	0.43	0.39	0.60	0.87	0.34	0.49	0.46
${\mathcal{D}}_{20+21}$	${\mathcal{D}}_{22}$	0.94	0.22	0.33	0.29	0.38	0.29	0.14	0.28	0.17	0.36	0.72	0.55	0.43	0.40