def f1_risk(predictions, targets):
scores = f1_score(predictions, targets, average=False)
assert all([0 <= s <= 1.0 for s in scores])
return [1 - s for s in scores]
def f1_risk(predictions, targets):
scores = f1_score(predictions, targets, average=False)
return [1 - s for s in scores]