TY  - CHAP
U1  - Konferenzveröffentlichung
A1  - Ludwig, Melanie
A1  - Schaefer, David
A1  - Asteroth, Alexander
T1  - Training Simulation with Nothing but Training Data
BT  - Simulating Performance based on Training Data Without the Help of Performance Diagnostics in a Laboratory
T2  - Correia, Cabri (Eds.): Proceedings of the 4th International Congress on Sport Sciences Research and Technology Support (icSPORTS 2016). November 7-9, 2016, in Porto, Portugal
N2  - Analyzing training performance in sport is usually based on standardized test protocols and needs laboratory equipment, e.g., for measuring blood lactate concentration or other physiological body parameters. Avoiding special equipment and standardized test protocols, we show that it is possible to reach a quality of performance simulation comparable to the results of laboratory studies using training models with nothing but training data. For this purpose, we introduce a fitting concept for a performance model that takes the peculiarities of using training data for the task of performance diagnostics into account. With a specific way of data preprocessing, accuracy of laboratory studies can be achieved for about 50% of the tested subjects, while lower correlation of the other 50% can be explained.
KW  - Performance Simulation
KW  - Model Fitting
KW  - Training Model
KW  - Field Study
Y1  - 2016
SN  - 978-989-758-205-9
SB  - 978-989-758-205-9
U6  - https://doi.org/10.5220/0006042900750082
DO  - https://doi.org/10.5220/0006042900750082
SP  - 75
EP  - 82
PB  - SciTePress
ER  -