Extreme Learning Machine Based Prediction of Soil Shear Strength: A Sensitivity Analysis Using Monte Carlo Simulations and Feature Backward Elimination

Machine Learning (ML) has been applied widely in solving a lot of real-world problems. However, this approach is very sensitive to the selection of input variables for modeling and simulation. In this study, the main objective is to analyze the sensitivity of an advanced ML method, namely the Extrem...

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Bibliographic Details
Main Authors: Binh Thai Pham, Trung Nguyen-Thoi, Hai-Bang Ly, Manh Duc Nguyen, Nadhir Al-Ansari, Van-Quan Tran, Tien-Thinh Le
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/6/2339