├── Diagram.png ├── Documentation.pdf ├── LICENSE ├── README.md ├── UNSW_Project.ipynb ├── datasets ├── UNSW_NB15.csv ├── UNSW_NB15_features.csv ├── bin_data.csv └── multi_data.csv ├── labels ├── le1_classes.npy └── le2_classes.npy ├── models ├── decision_tree_binary.pkl ├── decision_tree_multi.pkl ├── knn_binary.pkl ├── knn_multi.pkl ├── linear_regressor_binary.pkl ├── linear_regressor_multi.pkl ├── logistic_regressor_binary.pkl ├── logistic_regressor_multi.pkl ├── lsvm_binary.pkl ├── lsvm_multi.pkl ├── mlp_binary.pkl ├── mlp_multi.pkl ├── random_forest_binary.pkl └── random_forest_multi.pkl └── plots ├── Pie_chart_binary.png ├── Pie_chart_multi.png ├── correlation_matrix_bin.png ├── correlation_matrix_multi.png ├── dt_real_pred_bin.png ├── dt_real_pred_multi.png ├── knn_real_pred_bin.png ├── knn_real_pred_multi.png ├── logr_real_pred_bin.png ├── logr_real_pred_multi.png ├── lr_real_pred_bin.png ├── lr_real_pred_multi.png ├── lsvm_real_pred_bin.png ├── lsvm_real_pred_multi.png ├── 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