Created a Machine Learning model to check the network is under attack or not. I have used five feature selection techniques in a sequence to find the best features in the dataset.
- Correlation based feature selection
- Univariate Feature Selection
- Recursive Feature Elimination (RFE)
- Principle Component Analysis (PCA)
- Linear Discriminant Analysis (LDA)
Please download the dataset from this link http://kdd.ics.uci.edu/databases/kddcup99/kddcup.data_10_percent.gz and convert its extension to .csv Thank you!