Table 2 Model performance indicators.

From: Diagnosis of trigeminal neuralgia based on plain skull radiography using convolutional neural network

 

Predicted label

TN

Control

Accuracy

AUROC

Precision

Recall

F1-score

Institutional test set

Actual label

TN (33)

24

9

0.8722

0.9006

0.7500

0.7273

0.7385

Control (100)

8

92

0.8858

0.9109

0.9200

0.7385

   

Weighted average

 

0.8710

0.8722

0.8715

External test set

Actual label

TN (50)

44

6

0.7100

0.8160

0.6567

0.8800

0.7521

Control (50)

23

27

0.8272

0.8182

0.5400

0.6506

   

Weighted average

 

0.7374

0.7100

0.7014

  1. TN, trigeminal neuralgia, AUROC, area under the receiver operating characteristic.
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