Power Grid Estimation Using Electric Network Frequency Signals

Table 5

The F1 Score of power grid estimation on power line signal (trained 70%, averaged over 20 rounds).

Time (hour)	0.25	0.5	1	2	3	4	6	8	12	24
Number of data points	60	120	240	480	720	960	1440	1920	2880	5760
Proposed with SVM	0.66	0.76	0.88	0.95	0.96	0.98	0.99	0.99	0.99	0.99
Proposed with XGBoost	0.66	0.77	0.87	0.94	0.95	0.97	0.98	0.99	0.99	0.98