Research Article

Prediction after a Horizon of Predictability: Nonpredictable Points and Partial Multistep Prediction for Chaotic Time Series

Table 5

Abbreviations for the methods to calculate the unified prediction value.

avgAverage. Averaging the set of possible prediction values or trajectories
wavglWeighted average, length. Averaging the set of possible prediction values or trajectories with weights being determined by a prediction length
wavgdWeighted average, distance. Averaging the set of possible prediction values or trajectories with weights being determined by a distance to the cluster center
wavgcWeighted average, combined. Averaging the set of possible forecast values or trajectories with weights being a product of the two previous approaches
clcCenter of the largest cluster. Choosing the center of the largest cluster of the set of possible predicted values
mfMost frequent. Choosing the most frequently observed value in the set of possible predicted values
mfpMost frequent, perturbed. Choosing a randomly perturbed most frequently observed value in the set of possible predicted values
trjpTrajectory, perturbed. Perturbed average of the last points of a predicted trajectory