TY - DATA T1 - Machine learning-based classification model corresponding to the paper 'Machine learning to improve orientation estimation in sports situations challenging for inertial sensor use' PY - 2021/07/13 AU - Marit van Dijk UR - https://data.4tu.nl/articles/software/Machine_learning-based_classification_model_corresponding_to_the_paper_Machine_learning_to_improve_orientation_estimation_in_sports_situations_challenging_for_inertial_sensor_use_/14883927/1 DO - 10.4121/14883927.v1 KW - Madgwick filter KW - Inertial Measurement Unit KW - orientation estimation KW - kinematics KW - machine learning KW - sports N2 - Machine learning model as used in 'Machine learning to improve orientation estimation in sports situations challenging for inertial sensor use'. The model to run the Extended Madgwick filter is based on a random forest algorithm and can be used as explained in Figure 3 in the paper.