Analyzing an organism’s sensors using Maximum Entropy (MaxEnt) models with bias, variance, and confusion matrices

• Christopher Wang,

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

  Affiliation Department of Natural Sciences, Scripps and Pitzer Colleges, Claremont, California, United States of America

  https://orcid.org/0009-0008-3206-4048

  ⨯
• Elianna Schimke,

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

  Affiliation Department of Natural Sciences, Scripps and Pitzer Colleges, Claremont, California, United States of America

  ⨯
• Tristan Kako,

  Roles Formal analysis, Investigation, Software, Writing – review & editing

  Affiliations School of Arts and Sciences, Tufts University, Medford, Massachusetts, United States of America, Pioneer Academics, Jenkintown, Pennsylvania, United States of America

  ⨯
• Aiden Gao,

  Roles Formal analysis, Investigation, Software, Writing – review & editing

  Affiliation Pioneer Academics, Jenkintown, Pennsylvania, United States of America

  ⨯
• Martina Lamberti,

  Roles Data curation, Investigation, Methodology, Writing – review & editing

  Affiliations Université Claude Bernard Lyon1, CNRS UMR5292, INSERM U1028, Sleep Team, Center for Research in Neuroscience of LYON, Bron, France, Department of Clinical Neurophysiology, University of Twente, Enschede, The Netherlands

  ⨯
• Joost le Feber,

  Roles Conceptualization, Data curation, Investigation, Methodology, Software, Supervision, Validation, Writing – review & editing

  Affiliation Department of Clinical Neurophysiology, University of Twente, Enschede, The Netherlands

  ⨯
• Sarah Marzen

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: smarzen@natsci.claremont.edu

  Affiliations Department of Natural Sciences, Scripps and Pitzer Colleges, Claremont, California, United States of America, Kravis Department of Integrated Sciences, Claremont McKenna College, Claremont, California, United States of America, National Institute for Theory and Mathematics in Biology, Chicago, Illinois, United States of America

  https://orcid.org/0000-0001-5386-1101

  ⨯