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Advances, Systems and Applications

Table 3 Comparison between our model and existing approaches

From: An efficient quality of services based wireless sensor network for anomaly detection using soft computing approaches

Models

TPR%

FPR%

DAR Ensemble [49]

78.88

N/A

Naive Bayes [50]

82.00

5.43

GAR Forest [51]

85.00

15.00

Proposed Model+LR

92.62

6.19

Proposed Model+KNN

94.12

6.67

Proposed Model+SVM

96.15

7.29