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Deducing-Optimal-ML-Algorithms-for-Heterogeneity_O_Alfarisi_20211220v2-3a.pdf (2.78 MB)
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Deducing Optimal Classification Algorithm for Heterogeneous Fabric

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posted on 07.01.2022, 23:21 authored by Omar AlfarisiOmar Alfarisi, Zeyar Aung, Mohamed Sassi
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.

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Email Address of Submitting Author

alfarisi@live.ca

ORCID of Submitting Author

0000-0002-8669-7376

Submitting Author's Institution

ADNOC

Submitting Author's Country

Canada