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Table 8 Kappa coefficients of the data-based grouping trained by simulated cases

From: DRG grouping by machine learning: from expert-oriented to data-based method

 

Naive Bayes

SVM

CART

Random forest

XGBoost

Kappa coefficient

0.4274

0.3509

0.6454

0.6401

0.6803