GENEAclassify-package: Classification of accelorometer data

In GENEAclassify: Segmentation and Classification of Accelerometer Data

Classification of accelorometer data

Description

This package provides tools to perform the segmentation and classification of GENEActiv accelorometer data. The high frequency time series data is split into segments based on activity changepoints. An rpart fit is trained against known activities at each segment. This fit can then then be used to guess behaviours from test data when activity at each time point has not been reported. This allows detailed behaviour profiles to be created for the wearer.

GENEAclassify documentation built on March 31, 2023, 9:01 p.m.