Best LGBM Model - 107 score - Stable

Data Transformation - X scaled (min-max), revenue logged, CTR and CPA added features, day-year-ad-adgroup encoded as per frequencies. Modelling - Used LGBMRegressor (Had tried RF, XGB, CatBoost, Linear Regression, before this). Tuned it to prevent overfitting and increase accuracy, after several runs.

7/13/2021
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Tags:  

#python 

#machine-learning 

#regression 

#intermediate