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Preprocessing - target_encoder #67
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JanBenisek
opened on Jul 12, 2021
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- Discuss the methodology - how to do incidence replacement for continuous target? Currently we calculate average per group and size of the group and do the replacement. This will be working for continuous target as well.
- Document and write/modify unit tests
- If time permits, this is a good opportunity to implement more sophisticated encoding - see Preprocessing - TargetEncoder is dangerous #24 and Preprocessing - Consider Catboost for target encoding #61
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