def log_synonym_precision(corpus, model, history): weights = [1.0 / float(history)] * int(history) log_precision = 0.0 precisions = synonym_precisions(corpus, model, history) for ww, pp in zip(weights, precisions): if precisions[pp] > 0.0: log_precision += ww * math.log(precisions[pp]) return log_precision
def gmean_synonym_precision(corpus, model, history): return gmean(synonym_precisions(corpus, model, history).values())
def gmean_synonym_precision(corpus, model, history, m, threshold): return gmean(synonym_precisions(corpus, model, history, m, threshold).values())