Skip to main content

Table 2 Model performance

From: Automated detection of colorectal tumors based on artificial intelligence

 

Validation set 1

Validation set 2

Accuracy

0.9733

0.9067

Normal

  

 Precision

1.0000

1.0000

 Recall

1.0000

0.9800

 F1 score

1.0000

0.9899

Unclear

  

 Precision

1.0000

1.0000

 Recall

1.0000

0.7800

 F1 score

1.0000

0.8764

Tumor

  

 Precision

1.0000

0.9231

 Recall

0.9200

0.9600

 F1 score

0.9583

0.9412

Class average

  

 Precision

1.0000

0.9744

 Recall

0.9733

0.9067

 F1 score

0.9865

0.9393

Back to article page

BMC Medical Informatics and Decision Making

ISSN: 1472-6947

Contact us