Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
better, it is more closely following the 4-quarter variations in the target. The performance metric has improved also, by 51%, which is not bad at all. Clearly the overall trend is not modeled well. Higher order trends may work better. Or adding inflection points, a la Facebook Prophet, may work