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Table 7 Training and predict time comparative

From: Intrusion detection model using machine learning algorithm on Big Data environment

The work

Training time (s)

Predict time (s)

Spark-Chi-SVM

10.79

1.21

SVM Classifier in  [10]

38.91

0.20

[15]

1467

792

SVM classifier in  [30]

530.45

19.02

SVM classifier in  [31]

561.044

26.369