Comparison of machine learning and validation methods for high-dimensional accelerometer data to detect foot lesions in dairy cattle

• Muhammad Usman Riaz,

  Roles Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation School of Mathematics and Statistics, University College Dublin, Belfield, Dublin, Ireland

  ⨯
• Luke O’Grady ,

  Contributed equally to this work with: Luke O’Grady, Conor G. McAloon, Isobel Claire Gormley

  Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliation School of Veterinary Medicine, University College Dublin, Belfield, Dublin, Ireland

  ⨯
• Conor G. McAloon ,

  Contributed equally to this work with: Luke O’Grady, Conor G. McAloon, Isobel Claire Gormley

  Roles Methodology, Project administration, Supervision, Writing – review & editing, Conceptualization

  Affiliations School of Veterinary Medicine, University College Dublin, Belfield, Dublin, Ireland,

  ⨯
• Finnian Logan,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Royal (Dick) School of Veterinary Studies, Easter Bush Veterinary Centre, Roslin, Midlothian, Scotland

  https://orcid.org/0009-0001-1450-1194

  ⨯
• Isobel Claire Gormley

  Contributed equally to this work with: Luke O’Grady, Conor G. McAloon, Isobel Claire Gormley

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

  * E-mail: Claire.Gormley@ucd.ie

  Affiliation School of Mathematics and Statistics, University College Dublin, Belfield, Dublin, Ireland

  https://orcid.org/0000-0001-7713-681X

  ⨯