Security and Communication Networks / 2019 / Article / Tab 4

Research Article

Power Grid Estimation Using Electric Network Frequency Signals

Table 4

The accuracy 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 SVM (%)67.1476.7488.3995.2196.4798.0799.0199.0799.4499.78
Proposed with XGBoost (%)66.367887.6794.4295.8897.0698.2898.6199.5598.89

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