Fold 1 - Understanding why coefficient 15123 was selected
Tag: 20TH ANNIVERSARY
Selected Coefficient: 15123
Taxonomy Path: 0.0.3
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 15123 | 2.000198 | 0.0.3 | 3.0.0 (3*71^2) | Yes | |
| 0 | 2.000397 | 0 | 0 (0) | No | |
| -25627 | 4.000000 | -67.5.5 | -5.5.67 (-(5*71^2 + 5*71 + 67)) | No | |
| 30673 | 4.000000 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "20TH ANNIVERSARY" tag (processing sequence 278). 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 |
|---|---|---|---|---|---|---|---|
| 9318 | Raw Emerald Huggie Earrings - Sterling Silver | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 15550 | Apparel & Accessories > Jewelry > Bracelets | none |
| 8875 | Black Fossil Pendant - Men's Necklace | 15123 | SILVER, 12TH ANNIVERSARY, 16TH ANNIVERSARY, 19TH ANNIVERSARY | 0 | none | ||
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 15123 | EMERALD | 0 | none | ||
| 9320 | Raw Emerald Pendant - Sterling Silver | 0 | EMERALD | -15123 | none | ||
| 9015 | Raw Emerald Crystals - Bundle Bags | -25627 | EMERALD | -40750 | BUNDLES, RAW |