Published February 3, 2026 | Version v1
Software Open

Supporting code, predictions, and model weights for: An interdisciplinary Machine Learning-Based Approach for Predicting Corn Grain Yield Under Biofertilizer Applications

Authors/Creators

  • 1. ROR icon Ferdowsi University of Mashhad

Description

  • This deposit contains the aggregation script, prediction CSV files for 8 machine learning models, saved weights for DNN and Transformer, requirements, and a detailed README to reproduce the performance metrics and statistics reported in the submitted manuscript (Scientific Reports, ID: 802476a5-a484-4955-b500-8e87d1bed139). The raw dataset is available upon request from the corresponding author.
  • Access right: Open Access
  • License: MIT License
  • Keywords: corn yield prediction, machine learning, ANFIS, Transformer, DNN, biofertilizer, regression, SHAP

Files

ml_corn_yield-code.zip

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