Fold 2 - Understanding why coefficient 15 was selected
Tag: STERLING SILVER
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
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? |
|---|---|---|---|---|---|
| 15 | 3.000000 | 15 | 15 (15) | Luggage & Bags | Yes |
| 15123 | 3.000000 | 0.0.3 | 3.0.0 (3*71^2) | No | |
| 15565 | 3.000000 | 16.6.3 | 3.6.16 (3*71^2 + 6*71 + 16) | No | |
| 40755 | 3.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "STERLING SILVER" tag (processing sequence 1469). 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 |
|---|---|---|---|---|---|---|---|
| 5829 | Paper Heart Necklace (Silver) | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 40740 | none | |
| 271 | Intention Bracelet (Large) | 15565 | BOHO, BRACELET, COACHELLA, FESTIVALLIFE | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | |
| 1599 | Sterling Silver Tree of Life Necklace | 15123 | PENDANT | 15108 | none | ||
| 272 | Rise Above Multi Strand Necklace | 15 | Luggage & Bags | ADJUSTABLE, BOHO, COACHELLA, DAINTY, FESTIVALLIFE | 0 | none |