Machine Learning in Polaris – Analyzing and Predicting
The links and points used in the force diagram are based on the dependencies that each telemetry point has to other telemetry points.
The amount of telemetry parameters used to predict the value of the next telemetry point of another telemetry parameter varies but never all available information are used.
The research of the psychologist Gerd Gigerenzer et al. could proof that in a complex system in situations of great uncertainty decisions based on less information yield better results than the attempt to take every available information into account. [1]
Resources
[1] Interview with Gerd Gigerenzer, Forschergeist 68 – Risikoforschung