Table 1.

Dataset summary before and after various pre-processing steps, including SMOTE, PCA, and feature selection.

Dataset	Number of Unani Formula	Number of Metabolite Features
Original data	381	4688
SMOTE	905	4688
PCA	381	21
Filtering columns	381	501