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Table 5 Results of Spark-Chi-SVM model

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

Classifiers AUROC (%) AUPR (%)
SVM only 96.80 94.36
Chi-SVM 99.55 96.24
Logistic regression 92.70 92.77