Fold 1 - Understanding why coefficient 62666 was selected
Tag: DRIVER
Selected Coefficient: 62666
Taxonomy Path: 1.8.9
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 62666 | 0.012048 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | Yes | |
| 89724 | 0.012048 | 1.2.13 | 13.2.1 (13*83^2 + 2*83 + 1) | No |
These are the training products that have the "DRIVER" tag (processing sequence 4999). 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 |
|---|---|---|---|---|---|---|---|
| 12413 | Insulated Goatskin Driver Glove | 89724 | none | 27058 | INSULATED | ||
| 32207 | Imperial Driver | 62666 | none | 0 | none |