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# Earlybird Light Ranker
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*Note: the light ranker is an old part of the stack which we are currently in the process of replacing.
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The current model was last trained several years ago, and uses some very strange features.
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We are working on training a new model, and eventually rebuilding this part of the stack entirely.*
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*Note: The light ranker is an old part of the stack which we are currently in the process of replacing.
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The current model was last trained several years ago and uses some very strange features.
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We are working on training a new model and eventually rebuilding this part of the stack entirely.*
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The Earlybird light ranker is a logistic regression model which predicts the likelihood that the user will engage with a
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tweet.
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