Fold 2 - Understanding why coefficient 661428 was selected
Tag: $20 - $40
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 661428 | 0.012050 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 5235724 | 0.012052 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 4119789 | 0.036145 | 1.2.17.7 | 7.17.2.1 (7*83^3 + 17*83^2 + 2*83 + 1) | No |
These are the training products that have the "$20 - $40" tag (processing sequence 4655). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 331 | Halter Crochet Tank Top | 5235724 | none | 4574296 | none | ||
| 307 | Fame Meant to Be Felt Fedora | 4119789 | none | 3458361 | none | ||
| 373 | Leopard Ruffled V-Neck Peplum Blouse | 661428 | none | 0 | none | ||
| 419 | Polka Dot Short Flounce Sleeve Blouse | 661428 | none | 0 | none |