Table 7.

Summary of $P$, $R$ and $F1$ values for Scenario 1a – 1f (Cloud Fraction, CF).

Sub-Scenario	Batch size	Epochs	Precision	Recall	F1-Score
1a (fixed 3 days’ lead-time)	4	25	0.590	0.745	0.659
	8		0.615	0.759	0.679
	16		0.607	0.761	0.675
	32		0.588	0.761	0.663
1b (average 3 days’ lead-time)	4	25	0.604	0.723	0.658
	8		0.587	0.753	0.660
	16		0.613	0.751	0.675
	32		0.598	0.759	0.669
1c (fixed 5 days’ lead-time)	4	25	0.590	0.744	0.658
	8		0.589	0.746	0.658
	16		0.588	0.760	0.663
	32		0.609	0.761	0.677
1d (average 5 days’ lead-time)	4	25	0.604	0.703	0.650
	8		0.593	0.736	0.657
	16		0.588	0.750	0.659
	32		0.593	0.744	0.660
1e (fixed 7 days’ lead-time)	4	25	0.591	0.744	0.659
	8		0.589	0.753	0.661
	16		0.603	0.759	0.672
	32		0.596	0.761	0.668
1f (average 7 days’ lead-time)	4	25	0.601	0.733	0.660
	8		0.595	0.725	0.654
	16		0.612	0.656	0.633
	32		0.602	0.756	0.670