ids_svm_slidingwindow/f1_scores_for_ROC.py at master · CybersecurityXLab/ids_svm_slidingwindow · GitHub

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# -*- coding: utf-8 -*-
"""
Created on Mon Jun 24 12:00:06 2019

find the F1 scores for ROC-like curve

@author: User
"""

from sklearn.metrics import f1_score


y = [0,0,0,1,1,1,0,0,0,1,1,1,0,0,0,1,1,1]
#y = [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1]

predicted = [0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,1,0,0]

print(f1_score(y,predicted))