Table 13.

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

			Models
No. Predictors	Data Rank	Correlation str	Full SDMDC	Rank-1 SDMDC	Rank-2 SDMDC
200	Rank-1	Independent	0.545 (0.126)	0.617 (0.156)	0.618 (0.166)
		Autoregressive	0.708 (0.281)	0.689 (0.285)	0.683 (0.293)
		Exchangeable	0.401 (0.248)	0.402 (0.212)	0.381 (0.206)
	Rank-2	Independent	0.6 (0.135)	0.698 (0.158)	0.681 (0.149)
		Autoregressive	0.701 (0.245)	0.675 (0.216)	0.76 (0.252)
		Exchangeable	0.693 (0.191)	0.651 (0.203)	0.667 (0.194)
500	Rank-1	Independent	0.534 (0.091)	0.563 (0.124)	0.579 (0.126)
		Autoregressive	0.584 (0.253)	0.596 (0.233)	0.576 (0.237)
		Exchangeable	0.583 (0.179)	0.568 (0.156)	0.573 (0.149)
	Rank-2	Independent	0.564 (0.086)	0.651 (0.129)	0.664 (0.119)
		Autoregressive	0.645 (0.148)	0.68 (0.17)	0.702 (0.189)
		Exchangeable	0.587 (0.096)	0.574 (0.093)	0.549 (0.111)