Dimension Analysis-Based Model for Prediction of Shale Compressive Strength

Figure 12

Predictions of multi-nonlinear-regression and dimension analysis models (using the data in Figure 8(a) for training and the rest of the data for validation; the relative average error of the dimension analysis model is 22.04% and the relative average error of the multi-nonlinear-regression model is 21.89%).