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Table 9 Metric details and confusion matrix of our best custom-built Artificial Neural Network (ANN) model on 2-class classification

From: Application of machine learning models on predicting the length of hospital stay in fragility fracture patients

Metric details

 

Score

logloss

0.5796

F1

0.6426

accuracy

0.7653

precision

0.7055

recall

0.5901

Confusion matrix

 

Predicted as false

Predicted as true

Labeled as false

843

134

Labeled as true

223

321

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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