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Deducing Optimal Classification Algorithm for Heterogeneous Fabric

Authors :
Alfarisi, Omar
Aung, Zeyar
Sassi, Mohamed
Publication Year :
2021

Abstract

For defining the optimal machine learning algorithm, the decision was not easy for which we shall choose. To help future researchers, we describe in this paper the optimal among the best of the algorithms. We built a synthetic data set and performed the supervised machine learning runs for five different algorithms. For heterogeneous rock fabric, we identified Random Forest, among others, to be the appropriate algorithm.<br />Comment: 1- Added Affiliation section. 2- Added Acknowledgement section

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2111.05558
Document Type :
Working Paper