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Simplifying Field Traversing Efficiency Estimation Using Machine Learning and Geometric Field Indices
Published 2025-03-01“…The gradient-boosting regression-based model was the most effective, achieving a high mean <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mrow><mi>R</mi></mrow><mrow><mn>2</mn></mrow></msup></mrow></semantics></math></inline-formula> value of 0.931 in predicting field efficiency, by taking into account only basic geometric field indices. …”
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Enhancing Crowdfunding Success With Machine Learning and Visual Analytics: Insights From Chinese Platforms
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