Table 1.

Values for the range of RMSE and range of Rank Change for each of 7 imputation methods, separated by the number of assays per slice

Slices/Assay
Method	Measure	1	5	10	15	20	30	50	90	125
Binomial	Rank Change	(-210,-40)	(-150,2)	(-74,4.2)	(-37,4.5)	(-26,4.6)	(-15,4.6)	(-8.8,4.6)	(3.2,4.6)	(3.1,4.6)
Binomial	RMSE	(0.024,0.35)	(0.058,0.25)	(0.083,0.27)	(0.086,0.24)	(0.12,0.26)	(0.12,0.25)	(0.13,0.24)	(0.15,0.24)	(0.16,0.24)
kNN	Rank Change	(-210,-57)	(-210,-59)	(-210,-55)	(-210,-55)	(-210,-62)	(-210,-61)	(-210,-57)	(-210,-48)	(-210,-45)
kNN	RMSE	(0.016,0.16)	(0.017,0.23)	(0.017,0.22)	(0.019,0.2)	(0.018,0.22)	(0.018,0.25)	(0.019,0.22)	(0.019,0.21)	(0.017,0.2)
LLS	Rank Change	(-190,-12)	(-56,-1.7)	(-27,-0.31)	(-25,1)	(-19,1.4)	(-14,1.6)	(-11,2)	(-8.7,2)	(-6.6,2)
LLS	RMSE	(0.019,0.23)	(0.043,0.43)	(0.077,0.41)	(0.09,0.45)	(0.054,0.42)	(0.1,0.45)	(0.13,0.31)	(0.14,0.24)	(0.14,0.23)
Maximum	Rank Change	(-54,-1.7) (-210,-11)	(-29,0.53)	(-22,0.88)	(-18,1.4)	(-14,1.8)		(-11,2)	(-8.3,2)	(-6.4,2)
Maximum	RMSE	(0.031,0.78)	(0.36,0.76)	(0.45,0.68)	(0.46,0.67)	(0.5,0.66)	(0.54,0.65)	(0.55,0.64)	(0.57,0.63)	(0.57,0.64)
Mean	Rank Change	(-210,-11)	(-54,-1.7)	(-29,0.53)	(-22,0.88)	(-18,1.4)	(-14,1.8)	(-11,2)	(-8.3,2)	(-6.4,2)
Mean	RMSE	(0.019,0.26)	(0.043,0.23)	(0.069,0.28)	(0.08,0.24)	(0.097,0.26)	(0.1,0.24)	(0.12,0.24)	(0.14,0.23)	(0.15,0.23)
Minimum	Rank Change	(-210,-57)	(-180,-21)	(-25,0)	(-110,-7.5)	(-91,-4.8)	(-73,-1.9)	(-50,-0.76)	(-31,0)	(-140,-9.2)
Minimum	RMSE	(0.014,0.14)	(0.031,0.16)	(0.047,0.15)	(0.065,0.16)	(0.074,0.16)	(0.086,0.17)	(0.093,0.17)	(0.11,0.17)	(0.11,0.17)
SVD	Rank Change	(-210,-49)	(-160,-17)	(-130,-5.5)	(-97,-4.4)	(-81,-3.4)	(-64,-1.2)	(-51,-0.15)	(-34,0.15)	(-25,0.15)
SVD	RMSE	(0.02,0.46)	(0.04,0.62)	(0.073,0.54)	(0.097,0.54)	(0.096,0.57)	(0.11,0.54)	(0.1,0.54)	(0.12,0.53)	(0.11,0.53)