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. 2021 Jan 10;21(2):446. doi: 10.3390/s21020446

Table 10.

Data exfiltration RF test data amounts.

Test Amount Accuracy Precision Recall F1 Score Log Loss ROC AUC
20 1.0 1.0 1.0 1.0 0.059 1.0
30 1.0 1.0 1.0 1.0 0.043 1.0
40 0.98 0.97 1.0 0.98 0.042 0.94
50 0.97 0.96 1.0 0.98 0.083 0.9
60 0.94 0.97 0.95 0.96 0.089 0.89