The logistic regression model was found to be the most useful model for predicting insemination outcome. This model is proposed as being appropriate for use in ...

Logistic regression, Naive Bayes, Decision Tree learning and Random Forests are trained using 2,723 artificial insemination records from Irish research farms.

The logistic regression model was found to be the most useful model for predicting insemination outcome and is proposed as being appropriate for use in ...

John Dunnion Laurence Shalloo Stephen Butler Michael Doherty. A Comparison of Machine Learning Techniques for Predicting Insemination Outcome in Irish Dairy ...

Overall, the machine learning techniques were no better than a generalised logistic regression model. These results highlight the importance of BCS targets at ...

May 31, 2024 · The model can predict LC in dairy cows from a high productive TMR system before insemination with a relatively good accuracy.

Sep 18, 2020 · Ruzica Piskac; Dublin, Ireland: 2016. A comparison of machine learning techniques for predicting insemination outcome in Irish dairy cows.

Shalloo, S. Butler, and M. Doherty. 2016. A comparison of machine learning techniques for predicting insemination outcome in Irish dairy cows. Irish Con ...

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Machine learning algorithms for the prediction of conception success to a given insemination in lactating dairy cows. June 2015; Journal of Dairy Science 98(8).