3. Results and Discussion
The models’ performance for predicting %Mud is good with over 70% of variance
explained and low RMSE and MAE values (Table 4). The models did not perform as
well for predicting %Sand, with 50% of the variance explained (Table 4). However, the
RMSE and MAE values for %Sand are less than one STD, which indicates a satisfactory
performance.