New top story on Hacker News: Show HN: Exp. Smoothing is 32% more accurate and 100x faster than Neural-Prophet
Show HN: Exp. Smoothing is 32% more accurate and 100x faster than Neural-Prophet
49 by maxmc | 2 comments on Hacker News.
We benchmarked on more than 55K series and show that ETS improves MAPE and sMAPE forecast accuracy by 32% and 19%, respectively, with 104x less computational time over NeuralProphet. We hope this exercise helps the forecast community avoid adopting yet another overpromising and unproven forecasting method.
49 by maxmc | 2 comments on Hacker News.
We benchmarked on more than 55K series and show that ETS improves MAPE and sMAPE forecast accuracy by 32% and 19%, respectively, with 104x less computational time over NeuralProphet. We hope this exercise helps the forecast community avoid adopting yet another overpromising and unproven forecasting method.
No comments