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

Figure 6

RMSE, MAE, and percentage of nonpredictable points of various ML algorithms compared to those of the “ideal” version. Black solid lines correspond to logistic regression with AdaBoost; round red dot lines correspond to a support vector machine with AdaBoost; square orange dot lines-to a regular logistic regression; green dash lines-to a multilayer perceptron; blue dash dot lines correspond to a support vector machine; long red dash line corresponds to the “ideal” version that uses a priori information. The subplot order is the same as in Figure 5.