christon1/cicids2017

workshop5

CICIDS2017

CICIDS2017.ipynb my old work.

my current work:

data.py: read csv file, separate the dataset as X and y,separate the dataset as X_train,X_test,y_train and y_test.

featureSelection.py: makes the feature selection.

model.py: create a Model and calculate accuracy, confusion matrix, precision, recall, f1-score.

model_ANN.py: create a ANN model and save,calculate confusion matrix. Load saved model and calculate confusion matrix.

test.py: contains examples .py files

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Update

You can reach the dataset I used in this project from the link below

dataset.csv drive url