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Data · dataset · 2025

Machine-learning-for-lactating-performance

Listed in Teesside University Research Data Repository

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".

Description

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.

Links

Where it is published

Catalogue records · 1

Topics

From keywords
Computer Science & AI · Earth & Environmental Science · Machine learning
Provenance · 1 source records, 8 field assertions
SourceKeyLast seenRaw
Teesside University Research Data Repositoryoai:data.mendeley.com/6dfz46vh7w.115 h agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].anzsrc:group:4611mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Machine Learning']
concepts[field].local:field:computer-science-aimapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
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publication_datesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
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