Table 1 Fold-wise Performance Metrics.

From: Gastroenterological disease detection using transformer-based medical imaging for sustainable healthcare

Fold

Accuracy

Precision

Recall

F1-Score

AUC

1

0.992

0.978

0.980

0.979

0.998

2

0.994

0.982

0.984

0.983

0.999

3

0.996

0.980

0.982

0.981

0.999

4

0.993

0.976

0.978

0.977

0.997

5

0.995

0.984

0.986

0.985

0.999

Mean ± SD

0.994 ± 0.002

0.980 ± 0.003

0.982 ± 0.003

0.981 ± 0.003

0.998 ± 0.001

  1. This is the table showing 5-fold stratified cross validation results with means, standard deviations with 95% confidence intervals and significance tests to demonstrate the model stability and validity from different subsets of data to the model.
Back to article page