Fold 1 - Understanding why coefficient 18723 was selected
Tag: 20TH ANNIVERSARY
Selected Coefficient: 18723
Taxonomy Path: 0.0.3
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? |
|---|---|---|---|---|---|
| 18723 | 1.000160 | 0.0.3 | 3.0.0 (3*79^2) | Yes | |
| 0 | 1.000320 | 0 | 0 (0) | No | |
| 31680 | 3.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
These are the training products that have the "20TH ANNIVERSARY" tag (processing sequence 3095). 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 |
|---|---|---|---|---|---|---|---|
| 9320 | Raw Emerald Pendant - Sterling Silver | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 12957 | Apparel & Accessories > Jewelry > Body Jewelry | none |
| 8875 | Black Fossil Pendant - Men's Necklace | 18723 | 50TH ANNIVERSARY, 11TH ANNIVERSARY | 0 | none | ||
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 18723 | 50TH ANNIVERSARY | 0 | none | ||
| 9015 | Raw Emerald Crystals - Bundle Bags | 0 | BUNDLES | -18723 | RAW |