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GristMachine learning models mapped arbuscular mycorrhizal fungi that move 4 billion metric tons of carbon each year. Grasslands hold 40 percent of the biomass while only 5 percent of biodiversity hotspots are protected.
ncbi.nlm.nih.govResearchers tested three ensemble algorithms on a dataset of 59,381 insurance applicants to measure accuracy, fairness, and interpretability in underwriting decisions. The analysis compared performance across binary, three-class, and eight-class risk settings and examined dispari…