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Advances, Systems and Applications

Table 2 Comparative Analysis

From: Cloud-based multiclass anomaly detection and categorization using ensemble learning

Research

Algorithms

Accuracy

Precision

Recall

F1-score

[44]

Random Forest

97.49%

97.75%

93.53%

-

[45]

Extra Trees

86.57%

-

-

-

[46]

J48

98.71%

-

-

-

[25]

DNN

99.16%

-

-

-

[33]

Extra Trees

99.25%

-

-

92%

This study

EML

97.06%

98.39%

98.45%

98.45%