# Add the predicted labels as a new column named "marker"
test_data['marker']=y_test_pred
# Save the updated testing data to a new CSV file
#test_data.to_csv('C:\\Users\\97061\\Documents\\Southampton\\Modules\\Semester2\\COMP3217 Security for CPS\\Assignment\\Assignment2\\Testoutputfile\\TestingResultsBinary.csv', index=False)