Machine-learning-for-lactating-performance

Published: 9 April 2025| Version 1 | DOI: 10.17632/6dfz46vh7w.1
Contributor:
YONG LIU

Description

This upload contains the dataset and code for the article "Harnessing Advanced Machine Learning Models for Precision Prediction of Lactation Performance and Health Risks in Large Dairy Herds". Includes: Dataset: 5 years of records (19,798 cows) with milk yield, health events, environmental data, and dietary details. Code: Python/R scripts for preprocessing, regression/classification models (RF, XGBoost), SHAP analysis, and visualizations.

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Categories

Machine Learning, Database

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