Table 4 Performance results by test cell... | Emerald Publishing

Table 4

Performance results by test cell configuration and defect type

Scenario	Dataset size	Best AI criteria (VAE)	VAE ROC AUC	Best RMS criteria	RMS ROC AUC	VAE advantage
Test cell 1	800	MAE	0.881	Q1	0.732	+20%
Test cell 2	768	MAE	0.941	Q1	0.842	+12%
both test cells	1568	MAE	0.887	Q1	0.688	+29%
Amplitude/10	1176	MAE	0.708	Q1	0.518	+37%

Scenario	Dataset size	Best AI criteria (VAE)	VAE ROC AUC	Best RMS criteria	RMS ROC AUC	VAE advantage
Test cell 1	800	MAE	0.881	Q1	0.732	+20%
Test cell 2	768	MAE	0.941	Q1	0.842	+12%
both test cells	1568	MAE	0.887	Q1	0.688	+29%
Amplitude/10	1176	MAE	0.708	Q1	0.518	+37%