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9 months ago

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Data leakage jeopardizes ecological applications of machine learning - Nature Ecology & Evolution

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Data leakage jeopardizes ecological applications of machine learning - Nature Ecology & Evolution

Machine learning is a popular tool in ecology but many scientific applications suffer from data leakage, causing misleading results. We highlight common pitfalls in ecological machine-learning methods and argue that discipline-specific model info sheets must be developed to aid in model evaluations.

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Data leakage jeopardizes ecological applications of machine learning - Nature Ecology & Evolution

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Data leakage jeopardizes ecological applications of machine learning - Nature Ecology & Evolution

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