Fold 0 - Understanding why coefficient 5041 was selected
Tag: 50TH ANNIVERSARY
Selected Coefficient: 5041
Taxonomy Path: 0.0.1
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? |
|---|---|---|---|---|---|
| 5041 | 0.000198 | 0.0.1 | 1.0.0 (5041) | Yes | |
| 15123 | 0.000198 | 0.0.3 | 3.0.0 (3*71^2) | No |
These are the training products that have the "50TH ANNIVERSARY" tag (processing sequence 330). 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 |
|---|---|---|---|---|---|---|---|
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 15123 | EMERALD | 10082 | none | ||
| 9202 | Rainbow Moonstone - Adjustable Ring 14k Gold | 5041 | RAINBOW MOONSTONE | 0 | none |