A review-style preprint claims CatBoost predicts AQI with R2=1.00 and that an 'HA' biodegradable filter removes over 98% of PM2.5, but the supporting ML analysis is internally inconsistent and the filter data are taken from prior work.
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A review on development of eco-friendly filters in Nepal for use in cigarettes and masks and Air Pollution Analysis with Machine Learning and SHAP Interpretability
A review-style preprint claims CatBoost predicts AQI with R2=1.00 and that an 'HA' biodegradable filter removes over 98% of PM2.5, but the supporting ML analysis is internally inconsistent and the filter data are taken from prior work.