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Power Transformer works best on linear model and The Power Transformer actually automates this decision making by introducing a parameter called lambda. It decides on a generalized power transform by finding the best value of lambda

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linear-regression power-transformers boxcox yeo-johnson-transformations feature-engineering power-transformer r2-score seaborn matplotlib stats

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Power-Transformer_Box-Cox-Transform-_Yeo-Johnson-Transform

Power Transformer works best on linear model and The Power Transformer actually automates this decision making by introducing a parameter called lambda. It decides on a generalized power transform by finding the best value of lambda

there 2 types

  1. Box-Cox transform

  2. The Yeo-Johnson transform

credits:bit.ly/3KuaEcu

power transform BoxcoxTransform yeo-johnson transform

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