The reliability of geomechanical models and engineering designs depend heavily on high-quality data. In projects, collecting analyzing laboratory data is crucial in characterizing the mechanical properties soils rocks. However, insufficient lab or underestimating treatment can lead to unreliable being used design stage, causing safety hazards, delays, failures. Hence, detecting outliers extreme...