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Machine learning-based prediction of compost maturity and identification of key parameters during manure composting

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Evaluating compost maturity, e.g. via manual seed germination index (GI) measurement, is both time-consuming and costly during composting. This study employed six machine learning methods, including random forest (RF), extra tree (ET), eXtreme gradient boostin... ...