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Table 11 TheilU Statistic for Clinic 2

From: Forecasting patient flows with pandemic induced concept drift using explainable machine learning

 

2017

2018

2019

2020

2021

2022

Overall

Prophet

0.774

0.76

0.591

1.584

1.064

1.133

1.045

Stacking

0.725

0.693

0.56

1.167

0.888

0.982

0.855

Random Forest

0.743

0.73

0.631

1.026

0.962

0.969

0.845

Averaging

0.703

0.689

0.566

1.052

0.871

0.967

0.815

Gradient Boosting

0.736

0.732

0.626

0.894

0.916

1.043

0.810

Voting

0.692

0.684

0.558

1.009

0.886

0.947

0.800

CatBoost

0.754

0.737

0.63

0.836

0.872

1.069

0.796