Protection and Control of Modern Power Systems

Table 4 Model performance on the IEEE 39-bus system

From: Static information, K-neighbor, and self-attention aggregated scheme: a transient stability prediction model with enhanced interpretability

Model	ACC	PRE	REC	KAP
SKETCH	98.50	98.98	99.18	94.93
DNN¹	96.63	97.81	97.18	88.89
ResGAT	97.96	99.00	98.52	93.04
PE-MAGCN	99.28	99.37	98.86	96.23
RGCN	96.99	97.15	96.23	90.11

¹The scale of the DNN is {546-273-117-39-10-2}

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