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One-step-ahead error for the NEN algorithm (Top) and the RBF ANN (Middle); considering the last 1350 data points. Evolution of the RMSE (Bottom), along the prediction horizon instants, for air temperature forecasts obtained by the RBF model (black), and the NEN algorithm: Red (2, 2), blue (7, 4) and green (35, 4).
