Table 8 Tukey’s HSD Post-Hoc test for model accuracy comparisons using LC25000 Datset.

From: Optimizing non small cell lung cancer detection with convolutional neural networks and differential augmentation

Group 1

Group 2

Mean Difference (meandiff)

P-Adj

Lower CI Bound

Upper CI Bound

Reject Null Hypothesis

CNN + DA

DenseNet

1.80

0.02

0.56

3.04

Yes

CNN + DA

EfficientNetB0

3.03

0.005

1.44

4.61

Yes

CNN + DA

ResNet

3.88

0.001

2.07

5.69

Yes

DenseNet

EfficientNetB0

1.22

0.14

− 0.19

2.63

No

DenseNet

ResNet

2.08

0.03

0.15

4.00

Yes

EfficientNetB0

ResNet

0.87

0.22

− 0.46

2.20

No