Table 13 Results of Wilcoxon signed-rank test and confidence intervals.
From: An enhanced diabetic retinopathy detection approach using optimized deep learning technique
Metric | SMOTE-Balanced vs. Original | SMOTE + Tuning vs. SMOTE-Balanced | SMOTE + Tuning vs. Original |
|---|---|---|---|
AUC-ROC | p-value: 0.001, CI: [0.03, 0.08] | p-value: 0.02, CI: [0.01, 0.04] | p-value: 0.02, CI: [0.04, 0.10] |
F1-Score (Mild DR) | p-value: 0.003, CI: [0.10, 0.20] | p-value: 0.05, CI: [0.02, 0.08] | p-value: 0.01, CI: [0.18, 0.28] |
Precision (Mild DR) | p-value: 0.04, CI: [0.03, 0.08] | p-value: 0.03, CI: [0.02, 0.06] | p-value: 0.01, CI: [0.08, 0.14] |
Recall (Mild DR) | p-value: 0.0001, CI: [0.20, 0.35] | p-value: 0.02, CI: [0.03, 0.09] | p-value: 0.01, CI: [0.25, 0.40] |
