Table 18 The experimental results of a groundbreaking study on all training datasets.

From: A unified framework for detecting point and collective anomalies in operating system logs via collaborative transformers

Dataset

Precision

Recall

F1-score

Accuracy

Casper

99.43

99.40

99.41

99.64

Jhuisi

99.82

99.48

99.65

99.70

Nssal

99.32

99.70

99.51

99.91

Honey7

99.77

98.90

99.33

99.77

Zookeeper

99.98

99.94

99.96

99.99

Hadoop

99.17

99.84

99.50

99.98

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