a=[0,1,1,0,1,1] b=[0,1,1,1,1,0]
TP=0
FN=0
TN=0
FP=0
for i in range(len(a)):
if a[i]==1 and b[i]==1:
TP=TP+1
print(i,a[i],b[i])
elif a[i]==1 and b[i]==0:
FN=FN+1
print(i,a[i],b[i])
elif a[i]==0 and b[i]==1:
FP=FP+1
print(i,a[i],b[i])
elif a[i]==0 and b[i]==0:
TN=TN+1
print(i,a[i],b[i])
else:
pass
accuracy=(TP+TN)/len(a)
TPR = TP/(TP+TN)
TNR = TN/(TN+FN)
print("accuracy",accuracy) print("Sensitivity:",TPR) print("Specificity:",TPR)