Security and Communication Networks / 2019 / Article / Tab 6

Research Article

Power Grid Estimation Using Electric Network Frequency Signals

Table 6

The accuracy and F1 score of power grid estimation on multimedia data (trained 70%, averaged over 20 rounds).

Time (hour)Number of data points ()Number of multimediaAccuracyF1 score
Proposed with SVM (%)Proposed with XGBoost (%)Proposed with SVMProposed with XGBoost

0.256037483.23850.750.79
0.512019982.9294.170.750.93
12402068.8299.920.560.99

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