Estimation of Soil Cohesion Using Machine Learning Method: A Random Forest Approach

Figure 10

Box-plot of the prediction results over 200 simulations for the 3 ML algorithms (a) R for the training dataset, (b) R for the testing dataset, (c) RMSE for the training dataset, (d) RMSE for the testing dataset, (e) MAE for the training dataset, and (f) RMSE for the training dataset. The symbol µ denotes the mean values, σ denotes the standard deviation, and the 20%–80% denotes the quantile level of the results, respectively, from 20% to 80%.

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