Fold 2 - Understanding why coefficient 15550 was selected
Tag: DAINTY
Selected Coefficient: 15550
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
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? |
|---|---|---|---|---|---|
| 15550 | 1.000198 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 40755 | 1.000397 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DAINTY" tag (processing sequence 648). 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 |
|---|---|---|---|---|---|---|---|
| 250 | Charmed Mandala Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 25205 | none | |
| 251 | Citrine Cluster Earrings | 15550 | Apparel & Accessories > Jewelry > Bracelets | EARRINGS, COACHELLA | 0 | none | |
| 257 | Faceted Citrine Drop Necklace | 15550 | Apparel & Accessories > Jewelry > Bracelets | ADJUSTABLE, COACHELLA | 0 | none | |
| 272 | Rise Above Multi Strand Necklace | 0 | ADJUSTABLE, BOHO, COACHELLA | -15550 | FESTIVALLIFE, STERLING SILVER |