Uncertainty and variability are inherent to pile design consequently, there have been considerable researches in quantifying the reliability or probability of failure structures. This paper aims at examining comparing applicability adaptability Minimax Probability Machine Regression (MPMR), Emotional Neural Network (ENN), Group Method Data Handling (GMDH), Adaptive Neuro-Fuzzy Inference System ...