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())
