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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