From: Forecasting patient flows with pandemic induced concept drift using explainable machine learning
 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | Overall |
---|---|---|---|---|---|---|---|
Prophet | 26.8 | 29.8 | 25.5 | 27.7 | 26.1 | 3.3 | 25.0 |
Random Forest | 17.1 | 26.2 | 27.8 | 38.5 | 29.7 | 22.2 | 27.3 |
CatBoost | 13.6 | 27.6 | 26.5 | 43.5 | 30.5 | 25.3 | 28.1 |
Gradient Boosting | 18.4 | 26.9 | 28.5 | 43.1 | 31.3 | 24.6 | 29.2 |
Stacking | 25.7 | 30.6 | 30.1 | 40.5 | 31.0 | 19.1 | 30.5 |
Averaging | 24.6 | 31.3 | 32.1 | 42.0 | 34.5 | 25.4 | 32.2 |
Voting | 25.5 | 31.0 | 32.3 | 41.2 | 36.1 | 27.2 | 32.7 |