Triple generator

Type: 
time series generation/predicition
Dataset Availability: 
Free
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.
 

AttachmentSize
TripleGeneratorData.zip340.84 KB
TripleGeneratorMatlab.zip3.19 KB