Table 14.

The average of F-score for full DMDC, rank-1 DMDC and rank-2 DMDC by the number of predictors, data structure, and the structure of correlation amongst predictors

			Models
No. Predictors	Data Rank	Correlation str	Full  DMDC	Rank-1 DMDC	Rank-2 DMDC
200	Rank-1	Independent	0.771 (0.189)	0.86 (0.136)	0.783 (0.189)
		Autoregressive	0.8 (0.311)	0.813 (0.298)	0.802 (0.31)
		Exchangeable	0.412 (0.263)	0.413 (0.263)	0.413 (0.263)
	Rank-2	Independent	0.889 (0.117)	0.943 (0.064)	0.902 (0.095)
		Autoregressive	0.873 (0.231)	0.889 (0.218)	0.876 (0.226)
		Exchangeable	0.68 (0.194)	0.681 (0.204)	0.683 (0.192)
500	Rank-1	Independent	0.743 (0.198)	0.767 (0.155)	0.727 (0.186)
		Autoregressive	0.683 (0.33)	0.698 (0.316)	0.685 (0.331)
		Exchangeable	0.586 (0.169)	0.583 (0.159)	0.583 (0.168)
	Rank-2	Independent	0.933 (0.086)	0.934 (0.153)	0.941 (0.086)
		Autoregressive	0.808 (0.186)	0.803 (0.188)	0.801 (0.19)
		Exchangeable	0.601 (0.082)	0.596 (0.071)	0.602 (0.08)