Table 14 Statistical comparison of proposed model with baseline models.

From: Development of a clinical decision support system for breast cancer detection using ensemble deep learning

Comparison

Test type

t/F Value

p-value

Significance

Proposed vs KELM

Paired t-test

10.8713

0.0004

Significant (✓)

Proposed vs DBN

Paired t-test

8.2197

0.0012

Significant (✓)

Proposed vs SqueezeNet

Paired t-test

15.6756

0.0001

Highly Significant (✓)

All Models (Proposed, KELM, DBN, SqueezeNet)

One-way ANOVA

129.6369

0.0000

Significant (✓)