Integrating multiple feature engineering methods with CatBoost algorithm for the prediction and interpretation of nitrogenous components in bio-oil from biomass pyrolysis

[Display omitted] •A novel framework integrating CatBoost and feature engineering methods was proposed.•Fast pyrolysis enabled higher N content in bio-oil.•Linear relationships among variables exerted the greatest influence on prediction.•N was the common feature which possessed dominant importance...

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