I figured this out. It's the problem with my test data. I thought that every feature should be taken from the trained model, so I only have two columns in my test data: word tag, which turns out that the test file should have the exact same format as the...
I got the answer. Tagger->prob(i) will get you the confidence measure of the particular label...