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Table 3 Forecast Results for Testing Group

From: Predicting postoperative gastric cancer prognosis based on inflammatory factors and machine learning technology

 

Accuracy

Precision

Recall

AUC

LR

0.759

0.736

0.610

0.840

Tr

0.684

0.644

0.448

0.765

Forest

0.673

0.587

0.581

0.781

GBDT

0.718

0.642

0.648

0.802

Xgbc

0.658

0.574

0.514

0.717

GBM

0.733

0.660

0.667

0.810

  1. Abbreviations: Logistic regression (LR); Decision tree algorithm (Tr); Random forest (Forest); Gradient Boosting algorithm (GBDT); LightGBM (GBM)
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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