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Beware of Spatial Autocorrelation When Applying Machine Learning Algorithms to Borehole Geophysical Logs
Authors:Neil Terry  Carole D Johnson  Frederick D Day-Lewis  Beth Parker  Lee Slater
Institution:1. U.S. Geological Survey, Earth System Processes Division, Hydrogeophysics Branch, 425 Jordan Road, Troy, NY, 12180 USA;2. G360 Institute for Groundwater Research, University of Guelph, Guelph, ON, Canada;3. Department of Earth and Environmental Sciences, Rutgers University Newark, New Brunswick, NJ, USA
Abstract:
Keywords:
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