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Selecting Optimal Random Forest Predictive Models: A Case Study on Predicting the Spatial Distribution of Seabed Hardness [期刊论文]
PLOS ONE, 2016-01-01, 11 (2
Jin Li;  Maggie Tran;  Justy Siwabessy
Adobe PDF(4346Kb)  |  View/Download:13/1
 
A Comparative Assessment of the Influences of Human Impacts on Soil Cd Concentrations Based on Stepwise Linear Regression, Classification and Regression Tree, and Random Forest Models [期刊论文]
PLOS ONE, 2016-01-01, 11 (3
Lefeng Qiu;  Kai Wang;  Wenli Long;  Ke Wang;  Wei Hu;  Gabriel S. Amable
Adobe PDF(3136Kb)  |  View/Download:9/3
 
Improving the Spatial Prediction of Soil Organic Carbon Stocks in a Complex Tropical Mountain Landscape by Methodological Specifications in Machine Learning Approaches [期刊论文]
PLOS ONE, 2016-01-01, 11 (4
Mareike Ließ;  Johannes Schmidt;  Bruno Glaser
Adobe PDF(4501Kb)  |  View/Download:6/6
 
Modeling Dynamic Systems with Efficient Ensembles of Process-Based Models [期刊论文]
PLOS ONE, 2016-01-01, 11 (4
Nikola Simidjievski;  Ljupčo Todorovski;  Sašo Džeroski
Adobe PDF(1132Kb)  |  View/Download:0/0
 

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