Feature matrices

Paper: "Behavioural compass: animal behaviour recognition using magnetometers" Authors: Pritish Chakravarty, Maiki Maalberg, Gabriele Cozzi, Arpat Ozgul, Kamiar Aminian ----------------------------------------------------------- A note on the feature matrices supplied: - There are two Excel files. "allFeatures.xlsx" contains all nine features (Table 1 in main manuscript) considered in this study. "top3features.xlsx" contains the top three features (feature selection details in Appendix 3, Additional File 1), and is supplied for convenience. - The first row of each Excel file contains the header, arranged as: {feature names, behaviour label, recording session number). Each subsequent row contains feature values computed over a two-second window of triaxial magnetometer data. Both Excel files have the same number of rows, and the same row number refers to the same two-second window of triaxial magnetometer data across both files. - The behaviour labels are as follows. 1: vigilance; 2: resting; 3: foraging; 4: running. - The last column contains the recording session number corresponding to each two-second window of magnetometer data. Data were collected over 11 recording sessions (Table 2 in main manuscript), so the last column contains integer values from 1 to 11.