Tweetalysis Blog

• Making a new training set to try to get a better model. 10:34:28
• This is one of the hardest tweets I've had to classify today, "mmmm… the only thing Starbucks is good for… Hot Chocolate…" neg or not? 11:36:04
• Now have 2000 lines for training set and a few hundred for testing. First test is Unigrams_NaiveBayes 12:56:22
• So the unigram_naivebayes model got 93/100, but definitely going to try tweaking the model.Some should clearly have been labeled differently 13:09:43
• Making a unigram_SMO model right now, taking a lot longer to compute than the NaiveBayes did… 14:56:41
• Unigram_SMO is giving me a confidence rating of .666 for every line, and is not performing very well. 15:02:59

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