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machine-learningcatboost

What does CTR mean in CatBoost


The acronym "CTR" is frequently used in CatBoost https://catboost.ai/docs/concepts/algorithm-main-stages_cat-to-numberic.html to represent a type of value. But I couldn't find what the acronym stands for. Could you please spell out the non acronym form, and provide some references to its definition?


Solution

  • Ctr is an acronym of click-through rate. They encode categorically features using this metric to get better results. It is quite similar to mean encoding.

    I didn't get any online resource for reference.