Fold 2 - Understanding why coefficient 15550 was selected
Tag: BOHO
Selected Coefficient: 15550
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 15550 | 2.000198 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 40755 | 2.000198 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 15535 | 3.000000 | 57.5.3 | 3.5.57 (3*71^2 + 5*71 + 57) | No |
These are the training products that have the "BOHO" tag (processing sequence 512). 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 |
|---|---|---|---|---|---|---|---|
| 2238 | Crystal Open Circle Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 25205 | none | |
| 271 | Intention Bracelet (Large) | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | BRACELET, COACHELLA, FESTIVALLIFE, STERLING SILVER | |
| 294 | Farm Sanctuary Intention Bracelet | 15535 | GOLD | -15 | BRACELET, FESTIVALLIFE | ||
| 272 | Rise Above Multi Strand Necklace | 0 | ADJUSTABLE | -15550 | COACHELLA, DAINTY, FESTIVALLIFE, STERLING SILVER |