INNER CODE UNIT · Python
positive_probability
barissayil/SentimentAnalysis · analyzer.py:141
positive_probability = torch.sigmoid(positive_logit.unsqueeze(-1)).item()
# Convert the probability to a percentage.
positive_percentage = positive_probability * 100
# Conver probability to boolean.
is_positive = positive_probability > 0.5
# Return sentiment and percentage.
if is_positive:
return "Positive", int(positive_percentage)
else:
return "Negative", int(100 - positive_percentage)