IDS-KDDcup Detecting Abnormal Connections of a Network Flow(KDD-cup 99) Understanding Data try to find out what is dataset different classes after mapping string value to numeric and divide all class to normal and abnormal Prepare Data Feature redunction PCA IDS Naive bayes Random Forest Logistic Regression Decision Tree SVC Compare algorithms