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Advances, Systems and Applications

Table 6 Anomaly detection efficiency of various algorithm

From: Multi-level host-based intrusion detection system for Internet of things

  Accuracy F1 Precision Recall
DT 99.97% 99.96% 99.98% 99.93%
RF 99.99% 99.99% 99.99% 99.99%
GBT 100% 99.99% 99.99% 99.99%
MLP 57.85% 23.07% 46.78% 27.25%
SVM 53.32% 99.99% 47.33% 99.99%