To identify outliers, we utilized the following parameters: "initial error" (15), "none run lim" (20), "error drop rate" (0.1), and "accepted max error" (3). The detection process required approximately 5000 cycles to complete. As a result, 750 records were excluded from the dataset. The outliers demonstrated a wide range of solubility values, from low to high, as depicted in Figure .