Annotated data (anno_data.RDATA) is a dataframe containing scored behaviours per second for individual cats. Accelerometer data (accel_data_RDATA) is a dataframe that contains feature engineered accel
The datasets contain samples of accelerometer data from 13 volunteers that were used to demonstrate Federated learning approach. Datasets from 12 volunteers were used for the algorithm training, while
This dataset contains the motion features, extracted from non-overlapping non-overlapping 5-second windows (0.2 Hz) of filtered accelerometry, for each unique patient identifier (UPI). The format of t
The National Cancer Institute’s (NCI) wear time classification algorithm uses a rule based on the occurrence of physical activity data counts—a cumulative measure of movement, influenced by both magni