Christopher Bouzy

@cbouzy ↗

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Last Checked Oct. 14, 2022

Created

Fri Oct 07 15:49:56 +0000 2022

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Christopher Bouzy @cbouzy

Once we are satisfied with the model, it is uploaded to our production servers for public use. Sometimes people notice an increase in their scores when we update the classification model, and it's perfectly normal. It's a new model trained with completely different samples... — PolitiTweet.org

Posted Oct. 7, 2022

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Christopher Bouzy @cbouzy

Once the model is trained, we test the accuracy using the accounts we monitor. Benchmarking and testing the model takes several days, and if we are not happy with the results, we start the training process over again. Using a poorly trained model would be disastrous... — PolitiTweet.org

Posted Oct. 7, 2022

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Christopher Bouzy @cbouzy

Conversations on social media platforms change rapidly, so a classification model that is 4 or 5 months old will no longer be reliable, which is why we update our models every 6-8 weeks. FYI: Our models are several gigabytes and loaded into memory... — PolitiTweet.org

Posted Oct. 7, 2022