accuracy of a happy neural network hopefully

precision-recall-accuracy.py

def precision(tp, fp):
  return tp / (tp + fp)
print(f"Precision: {precision(tp, fp)}")

def recall(tp, fn):
  return tp / (tp + fn)
print(f"Recall: {recall(tp, fn)}")

def accuracy(tp, fp, tn, fn):
  return (tp + tn) / (tp + fp + tn + fn)
print(f"Accuracy: {accuracy(tp, fp, tn, fn)}")

'''
Out:
Precision: 0.9876712328767123
Recall: 0.9677852348993289
Accuracy: 0.9816666666666667
'''