Table 6 IID and Non-IID result comparison.
From: Minimal sourced and lightweight federated transfer learning models for skin cancer detection
Train/Valid | Data | Accuracy | Loss | Precision | Recall |
|---|---|---|---|---|---|
Training | IID | 98.17 | 0.13 | 98.35 | 97.90 |
Training | Non-IID | 97.63 | 0.14 | 97.90 | 97.21 |
Validation | IID | 89.83 | 0.40 | 88.61 | 92.96 |
Validation | Non-IID | 90.64 | 0.41 | 89.41 | 92.15 |
