Description of Benchmark:
Three simple generators:
- Tent map,
- Sine,
- Random constant value
are interleaving with equal probabilities.
The task is to predict the time series as accurately as possible. It requires an implicit identification of the three generators.
A data sample of 100 000 time steps and a Matlab script that generated it are attached below.