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Predicts the yield of blueberry based on various parameters such as clone size, density of different bees and weather conditions

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CropYieldPrediction

Predicts the yield of blueberry based on various parameters such as clone size, density of different bees and weather conditions

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EDA and Data Pre-processing using autoviz and domain knowledge

Optuna based Baseline Modelling and Hyperparameter tuning

Shap based Explainable AI

Deployed on Streamlit

https://cropyieldprediction-ytvbpcrnddfzou5llagtyk.streamlit.app/

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Predicts the yield of blueberry based on various parameters such as clone size, density of different bees and weather conditions

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