Optimising supervised machine learning algorithms predicting cigarette cravings and lapses for a smoking cessation just-in-time adaptive intervention (JITAI)

• Corinna Leppin ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: corinna.leppin.21@ucl.ac.uk

  Affiliation Department of Behavioural Science and Health, University College London, London, United Kingdom

  https://orcid.org/0000-0002-0652-1937

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• Jamie Brown,

  Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

  Affiliation Department of Behavioural Science and Health, University College London, London, United Kingdom

  https://orcid.org/0000-0002-2797-5428

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• Claire Garnett,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliations Department of Behavioural Science and Health, University College London, London, United Kingdom, School of Psychological Science, University of Bristol, Bristol, United Kingdom

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• Dimitra Kale,

  Roles Investigation, Project administration, Writing – review & editing

  Affiliation Department of Behavioural Science and Health, University College London, London, United Kingdom

  https://orcid.org/0000-0002-8845-7114

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• Tosan Okpako,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Behavioural Science and Health, University College London, London, United Kingdom

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• David Simons,

  Roles Data curation, Visualization, Writing – review & editing

  Affiliation Department of Anthropology, The Pennsylvania State University, University Park, Pennsylvania, United States of America

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• Olga Perski

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

  Affiliations Department of Behavioural Science and Health, University College London, London, United Kingdom, Department of Psychology, Stockholm University, Stockholm, Sweden

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