Additional file 1 of A supervised model to identify wolf behavior from tri-axial acceleration
Supplementary Material 1. Additional files A – Data sampling: Table I. Details of study animals and data collection. Table II. Wolf ethogram for the 12 discrete behaviors, arranged per activity category grouping in the following order: locomotion; miscellaneous; static. Table III. Data overview of acceleration datapoints sampled at 32 Hz and 300-s averaged activity intervals with dominant behavior. Additional files B – Modelling: Table I. Equations and descriptions of decision variables used during model training and of performance metrics used in model assessment. Additional files C – Results: Table I. Confusion matrices from Model A. Table II. Confusion matrices from Model A.1. Table III. Confusion matrix from Model F. Table IV. Confusion matrix from Model C. Table V. Confusion matrix from Model D. Table VI. Confusion matrix from Model E. Table VII. Confusion matrix from Model B. Table VIII. Variable importance
Institutions
- Bangor University (GB)
- University of Minnesota System (US)
- Medtronic (United States) (US)
- Wildlife Science Center (US)
Publication Details
- Journal
- Figshare
- Published
- 2025-01-01
- DOI
- https://doi.org/10.6084/m9.figshare.28307695
- Primary Topic
- Animal Behavior and Welfare Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00