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    • Synthetic resampling strategies and machine learning for digital soil mapping in Iran 

      Taghizadeh‐Mehrjardi, Ruhollah; Schmidt, KarstenORCIDiD; Eftekhari, KamranORCIDiD; Behrens, ThorstenORCIDiD; Jamshidi, Mohammad; Davatgar, Naser; Toomanian, Norair; Scholten, ThomasORCIDiD (European Journal of Soil Science, 2020-01-08)
      Most common machine learning (ML) algorithms usually work well on balanced training sets, that is, datasets in which all classes are approximately represented equally. Otherwise, the accuracy estimates may be unreliable ...