Inclusion of fractal dimension in four machine learning algorithms improves the prediction accuracy of mean weight diameter of soil
Abhradip Sarkar, Pragati Pramanik Maity, Mrinmoy Ray, Debashis Chakraborty, Bappa Das, Arti Bhatia
Topics & Concepts
Mean squared errorMean absolute percentage errorSiltSoil textureSupport vector machineRandom forestMathematicsStatisticsPedotransfer functionArtificial neural networkLinear regressionFractal dimensionBulk densityMachine learningArtificial intelligenceSoil scienceFractalComputer scienceSoil waterEnvironmental scienceHydraulic conductivityGeologyPaleontologyMathematical analysisSoil and Unsaturated FlowSoil erosion and sediment transportSoil Geostatistics and Mapping