vineeth-balusani / intrusion-detection-system Public

Use of Ensemble Learning for Intrusion Detection System

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Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
.idea		.idea
__pycache__		__pycache__
.slugignore		.slugignore
KDDTest+.txt		KDDTest+.txt
Procfile		Procfile
README.md		README.md
adaboost_pca_stackingclassifier.pkl		adaboost_pca_stackingclassifier.pkl
adaboost_stackingclassifier.pkl		adaboost_stackingclassifier.pkl
data_preprocessing.py		data_preprocessing.py
dt_pca_pipeline.pkl		dt_pca_pipeline.pkl
dt_rfe_pipeline.pkl		dt_rfe_pipeline.pkl
flag_target_encoder.pkl		flag_target_encoder.pkl
gbdt_pca_stackingclassifier.pkl		gbdt_pca_stackingclassifier.pkl
gbdt_stackingclassifier.pkl		gbdt_stackingclassifier.pkl
gnb_pca_pipeline.pkl		gnb_pca_pipeline.pkl
gnb_sfs_pipeline.pkl		gnb_sfs_pipeline.pkl
intrusion_detection_system.py		intrusion_detection_system.py
knn_pca_pipeline.pkl		knn_pca_pipeline.pkl
knn_rfe_pipeline.pkl		knn_rfe_pipeline.pkl
logreg_pca_pipeline.pkl		logreg_pca_pipeline.pkl
logreg_rfe_pipeline.pkl		logreg_rfe_pipeline.pkl
predict_mydata.py		predict_mydata.py
protocol_type_enc.pkl		protocol_type_enc.pkl
randomforest_pca_stackingclassifier.pkl		randomforest_pca_stackingclassifier.pkl
randomforest_stackingclassifier.pkl		randomforest_stackingclassifier.pkl
req_columns.pkl		req_columns.pkl
requirements.txt		requirements.txt
scaler.pkl		scaler.pkl
select_randomsamples.py		select_randomsamples.py
service_target_encoder.pkl		service_target_encoder.pkl
setup.sh		setup.sh
xgboost_pca_stackingclassifier.pkl		xgboost_pca_stackingclassifier.pkl
xgboost_stackingclassifier.pkl		xgboost_stackingclassifier.pkl