To Vaccinate or Not to Vaccinate: It’s not a Question by #ZindiWeekendz
Helping Africa
$300 USD
Completed (over 6 years ago)
Natural Language Processing
Classification
Sentiment Analysis
212 joined
126 active
Start
24 Apr 20
Close
26 Apr 20
Reveal
26 Apr 20
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My submission (CountVectorizer + Logistic Regression)
Notebooks · 27 Apr 2020, 12:16 · 4
I've tried to make a comprehensive notebook with my submission so I'm sharing it here with everyone. I'm still a begginer, so I've just used CountVectorizer to tokenize text and a simple Logistic Regression with StratifiedKFold for regression.
I think that learning from others submissions will allow us all to move forward, so feel free to share your work with with the other participants.
Link: https://github.com/Rayryu/To-Vaccinate-or-Not-to-Vaccinate
Thanks for sharing. Good work this
You're welcome
A nice concise solution. And unlike the transformer-based submissions, this would be VERY quick to apply to a giant dataset. Thanks for sharing :) Do you mind if I use some of your code in an upcoming tutorial?
Sure, feel free to do that!