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Table 1 Related work comparative

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

Related work Big Data tool Algorithm Dataset
[7] Apache Spark K-Means KDD 99
[8] Anaconda K-Means++ KDD 99
[9] Anaconda Decision tree KDD 99
[10] Apache Spark SVM, Naïve Bayes, Decision Tree and Random Forest UNSW-NB 15
[11] Apache Storm C-SVM KDD 99
[12] Apache Spark Neural network, SVM, DT, Naïve Bayes and Random forest Synchrophasor
[13] Apache Spark Naïve Bayes, REP TREE, Random Tree, Random Forest, Random Committee, Bagging and Randomizable Filtered UNSW-NB 15
[14] Apache Spark SVM KDD 99
[15] Hadoop Parallel Naïve Bayes KDD 99