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MaxExp Optimizes Multispecies Predictions

MaxExp Optimizes Multispecies Predictions

MaxExp is a decision-driven framework for binarizing probabilistic species distribution models into presence-absence maps by maximizing evaluation metrics. It requires no calibration data and outperforms thresholding methods, especially under class imbalance. SSE provides a simpler alternative using expected species richness.

ArXiv AIResearchFeb 13#research#maxexp#ecology