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Advances, Systems and Applications

Table 6 Response of the model in this paper with dirty data

From: Research on unsupervised anomaly data detection method based on improved automatic encoder and Gaussian mixture model

Ratio c

Accuracy

Precision

Recall

F-score

0

0.9986

0.9978

1.0000

0.9989

1%

0.9985

0.9964

1.0000

0.9982

2%

0.9983

0.9960

1.0000

0.9980

3%

0.9962

0.9896

1.0000

0.9948

4%

0.9944

0.9877

1.0000

0.9938

5%

0.9896

0.9863

1.0000

0.9931