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marcdotson / counting-cockroaches

Using social media to assess the severity of service failures.
MIT License
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Test Different Complaint Classification Techniques #11

Open marcdotson opened 5 years ago

marcdotson commented 5 years ago

Using the labeled test data, we can make sure we're using the best approach to classifying tweets as complaints.

Identifying different types of complaints will come next.

AdrielC commented 5 years ago

Currently we have tried Logistic Regression (~80% accuracy) and Random Forest (~84% accuracy). Still working on testing out the CNN and we hope to have everything set for initial modeling by Saturday, October 18th.

marcdotson commented 5 years ago

Next step would be to build out the classifier for complaint types.

marcdotson commented 5 years ago

Let's build out a table comparing the predictive accuracy of the different techniques as a markdown table in the paper, @AdrielC.