Table 4 Comparing the efficiency of the proposed model with other learning models.

From: Secure routing in the Internet of Things (IoT) with intrusion detection capability based on software-defined networking (SDN) and Machine Learning techniques

Algorithm

Sensitivity

Specificity

Accuracy (%)

SVM

0.9764

0.9774

97.6872

KNN

0.9763

0.9761

97.6264

ANN

0.9861

0.9857

98.5935

Saba et al. 27

0.9897

0.9878

98.8886

Fatani et al. 28

0.9868

0.9863

98.6610

Proposed (Ensemble)

0.9961

0.9965

99.6322

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