Author

Megha Sharma

University of DelhiORCID 0000-0002-2457-6069Unclaimed ORCID profile · follow to get notified of new preprints

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Megha Sharma1 paper

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Plant Biology· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:machine learning (classical)· 1

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Ani A. EliasiD· 1 shared Shailendra GoeliD· 1 shared

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Plant BiologybioRxivPreprintApr 2, 2024

Characterization and classification of fine-resolution soil profile for precision agriculture using random forest and self-organizing map

Ani A. Elias, Megha Sharma, Shailendra Goel

This study uses random forest and self-organizing map models to classify fine-resolution soil profiles for precision agriculture, finding random forest achieves over 85% prediction accuracy.

DOI 10.1101/2024.04.02.587707

machine learning (classical)clustering

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