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Table 4 Performance Comparison of Different Machine Learning Algorithms on Compression Application

From: Detecting web attacks with end-to-end deep learning

 

Precision

Recall

F-score

Naive

0.421

1.000

0.596

PCA

0.737

0.856

0.796

One-class SVM

0.669

0.740

0.702

Autoencoder

0.906

0.928

0.918