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Arxiv

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Image Credit: Arxiv

Crop recommendation with machine learning: leveraging environmental and economic factors for optimal crop selection

  • Agriculture in India faces challenges such as low productivity and adverse climate change.
  • Traditional methods like green revolution and organic farming have shown suboptimal results.
  • This study focuses on using environmental and economic factors for crop recommendation with machine learning techniques like Random Forest and SVM models.
  • Random Forest model based on Lag Variables is found to be the most effective for optimal crop selection in the Indian agricultural context.

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