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 |
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 |