Fold 2 - Understanding why coefficient 40755 was selected
Tag: ADJUSTABLE
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 40755 | 0.014085 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 20236 | 0.028169 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "ADJUSTABLE" tag (processing sequence 188). 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 |
|---|---|---|---|---|---|---|---|
| 257 | Faceted Citrine Drop Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | COACHELLA, DAINTY | |
| 272 | Rise Above Multi Strand Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | BOHO, COACHELLA, DAINTY, FESTIVALLIFE, STERLING SILVER | |
| 897 | Doozy | 20236 | Apparel & Accessories > Clothing > Dresses | none | -20519 | LIGHTWEIGHT, SLIP DRESS, SUMMER COLORS |