Security and Communication Networks / 2019 / Article / Tab 5

Research Article

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)0.250.51234681224
Number of data points601202404807209601440192028805760

Proposed with SVM0.660.760.880.950.960.980.990.990.990.99
Proposed with XGBoost0.660.770.870.940.950.970.980.990.990.98

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