Table 13 Final outputs of anomaly detection across all models.

Time (s)	TGAT anomaly indicator	TARNN anomaly indicator	MVAE anomaly indicator	Prototypical network indicator	Autoencoder anomaly indicator	Final decision
0–10	Normal	Normal	Normal	Normal	Normal	Normal
10–20	Normal	Normal	Normal	Normal	Normal	Normal
20–30	Anomalous	Anomalous	Anomalous	Anomalous	Anomalous	Anomalous
30–40	Normal	Normal	Normal	Normal	Normal	Normal
40–50	Normal	Normal	Normal	Normal	Normal	Normal

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