def accuracy_macro_f1(golds, preds, probs):
f1 = macro_f1(golds, preds, probs)
accuracy = metric_score(golds, preds, probs, metric="accuracy")
return (f1 + accuracy) / 2
def macro_f1(golds, preds, probs):
return metric_score(golds, preds, probs, metric="f1")