Influence of Data Splitting on Performance of Machine Learning Models in Prediction of Shear Strength of Soil

Figure 2

Validation of the ANN model’s performance under different ratio (percentage) of data in the training part: (a) RMSE for the training part; (b) RMSE for the testing part; (c) MAE for the training part; (d) MAE for the testing part; (e) R for the training part; and (f) R for the testing part.

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