Table 5.
Comparison of Feature Spread (t-SNE Covariance Trace) and Similarity (Wasserstein Distance) between the Union of Public Data Sets and RWD Using Off-the-Shelf ResNet-50 Model
| Between Data Sets | Within Data Sets | |||||||
|---|---|---|---|---|---|---|---|---|
| Metrics | Publictr | RWDtr | Publicte | RWDte | Publictr | Publicte | RWDtr | RWDte |
| Feature spread (covariance trace) | 0.108 | 0.108 | 0.110 | 0.104 | 0.108 | 0.110 | 0.108 | 0.104 |
| Feature similarity (Wasserstein distance) | 15.8 | 27.1 | 0.003 | 0.003 | ||||
te, test set; tr, train set.