Table 3.

Theil’s U uncertainty coefficient with a 95% confidence interval of each classifier with and without dropping 10% of probes in the GSE109379 and SJCRH independent test sets

Data set	RFmod		kNNmod		NNmod
	Class	Family	Class	Family	Class	Family
GSE109379	0.969 (0.967, 0.972)	0.974 (0.970, 0.978)	0.892 (0.887, 0.898)	0.908 (0.902, 0.914)	0.973 (0.970, 0.9796)	0.980 (0.976, 0.983)
SJCRH	0.945 (0.940, 0.949)	0.964 (0.960, 0.968)	0.889 (0.883, 0.894)	0.899 (0.894, 0.905)	0.970 (0.966, 0.974)	0.979 (0.975, 0.982)