Table VIII.

Performance comparison of five competing algorithms for the gene expression pattern images annotation (20 CV terms).

Stage Range (n, d, m)		4 ~ 6 (1023, 2000, 20)	7 ~ 8 (827, 2000, 20)	9 ~ 10 (1015, 2000, 20)	11 ~ 12 (1940, 2000, 20)	13 ~ 16 (2476, 2000, 20)
Avg. AUC	MixedNorm	76.27 ± 0.53	72.03 ± 0.63	73.97 ± 1.10	82.27 ± 0.42	82.16 ± 0.16
	OneNorm	75.13 ± 0.03	70.95 ± 0.14	72.49 ± 1.00	81.73 ± 0.36	81.03 ± 0.08
	TraceNorm	74.69 ± 0.39	69.43 ± 0.46	71.59 ± 0.79	81.53 ± 0.16	80.88 ± 1.10
	IndSVM	73.82 ± 0.78	69.74 ± 0.19	70.84 ± 0.85	80.86 ± 0.56	79.94 ± 0.19
	RidgeReg	74.66 ± 1.44	70.77 ± 0.62	69.36 ± 1.44	80.40 ± 0.43	78.29 ± 0.42
Mac. F1	MixedNorm	31.90 ± 0.11	31.13 ± 0.68	32.28 ± 1.13	43.48 ± 0.39	43.44 ± 0.60
	OneNorm	30.48 ± 0.12	30.07 ± 0.56	30.50 ± 1.13	41.89 ± 0.24	42.64 ± 0.47
	TraceNorm	29.22 ± 0.31	30.24 ± 0.78	31.28 ± 0.54	42.07 ± 0.67	41.11 ± 0.52
	IndSVM	29.47 ± 0.46	28.85 ± 0.62	30.03 ± 1.68	41.63 ± 0.58	40.80 ± 0.66
	RidgeReg	28.92 ± 1.24	28.76 ± 0.95	29.94 ± 1.84	41.51 ± 0.39	40.84 ± 0.40
Mic. F1	MixedNorm	42.50 ± 0.63	57.04 ± 0.13	57.37 ± 0.71	61.97 ± 0.51	56.75 ± 0.40
	OneNorm	40.80 ± 0.48	56.55 ± 0.22	56.82 ± 0.04	60.59 ± 0.32	55.87 ± 0.11
	TraceNorm	41.26 ± 1.16	56.47 ± 0.27	55.37 ± 0.38	59.27 ± 0.93	54.08 ± 0.51
	IndSVM	39.24 ± 0.82	55.40 ± 0.15	55.75 ± 1.70	58.33 ± 0.53	53.61 ± 0.36
	RidgeReg	38.46 ± 0.41	56.08 ± 0.46	54.23 ± 0.85	59.13 ± 0.67	53.75 ± 0.31