Table 2.

Performance of RFC in cross‐validation and label randomization.

Technology		Cross‐validation ROC AUC		Label randomization ROC AUC
		Mean ROC range	Overall mean	Mean ROC range	Overall mean
AlphaScreen		0.79–0.81	0.80±0.033	0.48–0.49	0.49±0.017
FRET		0.73–0.75	0.74±0.056	0.48–0.49	0.48±0.021
TR‐FRET		0.72–0.78	0.76±0.05	0.48–0.49	0.49±0.012