Table 8.

EGFR mutation best results on Test dataset, ensembles of CNNs.

Model	Accuracy	Sensitivity	Specificity	AUC
Ensemble (3 models) SCAV thresh 3	0.828	0.667	0.885	0.820
Ensemble (5 models) SCAV thresh 5	0.857	0.667	0.923	0.778
Ensemble (3 models) Average	0.486	0.778	0.385	0.743
Ensemble (5 models) Average	0.628	0.778	0.577	0.641
Ensemble (3 models) Maximum	0.371	0.778	0.231	0.624