Predict probabilities for each predicted label

[aneela....@gmail.com]

Hi i'm using sentiment140 to predict the sentiments of about 1000 tweets. I want to draw its ROC curve and for that purpose i need the probabilities of each predicted label. Can anyone guide me how should i do that?

Thanks