Table 7. Mean and Standard Deviation of the Performance of the Mechanistic Models and the Best Models Trained on an Extended Dataset with Pseudolabels.

		MCC
Endpoint	CV	Baseline	Extended training set	Number of pseudolabels	Approach
Overall	Random	0.54 (±0.05)	0.58 (±0.03)	1200	Combined approach
	Cluster	0.46 (±0.04)	0.52 (±0.05)	8000	Confidence-based approach
Membrane potential	Random	0.64 (±0.03)	0.65 (±0.03)	4000	Active learning approach
	Cluster	0.53 (±0.08)	0.57 (±0.08)	8500	Confidence-based approach