# Exploring Cluster Analysis in Nelore Cattle Visual Score Attribution

arXiv: https://arxiv.org/abs/2403.07137 · HTML: https://mlsanity.com/paper/2403.07137/

## Key facts

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- First posted on arXiv 11 Mar 2024.

## Abstract (arXiv)

Assessing the biotype of cattle through human visual inspection is a very common and important practice in precision cattle breeding. This paper presents the results of a correlation analysis between scores produced by humans for Nelore cattle and a variety of measurements that can be derived from images or other instruments. It also presents a study using the k-means algorithm to generate new ways of clustering a batch of cattle using the measurements that most correlate with the animal's body weight and visual scores.