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First, generate a topic model from several mailing lists.
Next, test with K-fold validation a classifier trained on the topics of the first message in each thread to guess whether the thread will be long or short in (a) # of messages, and (b) # of participants.
Test the accuracy of this classifier with a range of hyperparameters to the topic model.
Write this up in a Notebook with conclusions about whether topics can be used to determine thread activity.
This discussion was converted from issue #119 on December 07, 2021 16:49.
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First, generate a topic model from several mailing lists.
Next, test with K-fold validation a classifier trained on the topics of the first message in each thread to guess whether the thread will be long or short in (a) # of messages, and (b) # of participants.
Test the accuracy of this classifier with a range of hyperparameters to the topic model.
Write this up in a Notebook with conclusions about whether topics can be used to determine thread activity.
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