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NEIKER, Basque Institute for Agricultural Research and Development

Spain

1 paper here629 citations across 1
fields
  • stat.ML1
ROR 03rf31e64OpenAlex

affiliations via OpenAlex

most citedPerformance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data

629 citations

researchers with a paper here
  • A. Brenning1 · h 48
  • E. Iturritxa1 · h 22
  • Jannes Muenchow1 · h 15
  • J. Richter1 · h 10
  • P. Schratz1 · h 8
collaborating institutions
  • TU Dortmund UniversityDE1 paper

1 paper

stat.ML2018★ 629 cited

Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data

Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa +2

Machine-learning algorithms have gained popularity in recent years in the field of ecological modeling due to their promising results in predictive performance of classification pr…

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