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.
avg
Average. Averaging the set of possible prediction values or trajectories
wavgl
Weighted average, length. Averaging the set of possible prediction values or trajectories with weights being determined by a prediction length
wavgd
Weighted average, distance. Averaging the set of possible prediction values or trajectories with weights being determined by a distance to the cluster center
wavgc
Weighted average, combined. Averaging the set of possible forecast values or trajectories with weights being a product of the two previous approaches
clc
Center of the largest cluster. Choosing the center of the largest cluster of the set of possible predicted values
mf
Most frequent. Choosing the most frequently observed value in the set of possible predicted values
mfp
Most frequent, perturbed. Choosing a randomly perturbed most frequently observed value in the set of possible predicted values
trjp
Trajectory, perturbed. Perturbed average of the last points of a predicted trajectory