Table 8 Test accuracy for noisy images... | Emerald Publishing

Table 8

Test accuracy for noisy images under the Leave-None-Out setting.

	Setting	ap2or	citysc.	map2sat	ap2or^*	citysc.^*	map2sat^*
σ = 0.01	2 × 2 × 3 only	64.42	92.52	52.24	73.58	81.18	88.63
	3 × 3 × 3 only	65.27	75.29	52.11	78.90	84.67	81.55
	4 × 4 × 3 only	59.51	53.31	72.39	69.37	96.39	90.77
	ensemble (2&3)	64.70	93.28	51.93	75.56	81.18	83.71
	ensemble (3&4)	64.50	92.84	53.81	76.39	84.67	79.33
	ensemble (all)	62.39	93.28	53.63	72.07	81.18	83.71
σ = 0.02	2 × 2 × 3 only	68.20	51.65	63.96	72.76	85.15	72.47
	3 × 3 × 3 only	66.08	64.84	65.92	77.30	78.47	81.83
	4 × 4 × 3 only	69.76	51.83	76.94	73.84	94.75	86.42
	ensemble (2&3)	67.85	53.31	65.10	76.59	73.63	76.01
	ensemble (3&4)	65.47	64.17	67.35	77.21	78.47	88.42
	ensemble (all)	64.23	53.34	63.61	79.91	73.63	83.14

	Setting	ap2or	citysc.	map2sat	ap2or^*	citysc.^*	map2sat^*
σ = 0.01	2 × 2 × 3 only	64.42	92.52	52.24	73.58	81.18	88.63
	3 × 3 × 3 only	65.27	75.29	52.11	78.90	84.67	81.55
	4 × 4 × 3 only	59.51	53.31	72.39	69.37	96.39	90.77
	ensemble (2&3)	64.70	93.28	51.93	75.56	81.18	83.71
	ensemble (3&4)	64.50	92.84	53.81	76.39	84.67	79.33
	ensemble (all)	62.39	93.28	53.63	72.07	81.18	83.71
σ = 0.02	2 × 2 × 3 only	68.20	51.65	63.96	72.76	85.15	72.47
	3 × 3 × 3 only	66.08	64.84	65.92	77.30	78.47	81.83
	4 × 4 × 3 only	69.76	51.83	76.94	73.84	94.75	86.42
	ensemble (2&3)	67.85	53.31	65.10	76.59	73.63	76.01
	ensemble (3&4)	65.47	64.17	67.35	77.21	78.47	88.42
	ensemble (all)	64.23	53.34	63.61	79.91	73.63	83.14