Fold 4 - Understanding why coefficient 50403 was selected
Tag: DAINTY
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 50403 | 1.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 37921 | 1.000481 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 88324 | 4.000000 | 2.12.14 | 14.12.2 (14*79^2 + 12*79 + 2) | No |
These are the training products that have the "DAINTY" tag (processing sequence 1904). 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 |
|---|---|---|---|---|---|---|---|
| 269 | Howlite Rectangle Mixed Chain Necklace | 88324 | DANGLE | 37921 | Apparel & Accessories > Jewelry > Earrings | NECKLACE, COACHELLA | |
| 250 | Charmed Mandala Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | NECKLACE, CHARM | |
| 257 | Faceted Citrine Drop Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | NECKLACE, COACHELLA | |
| 272 | Rise Above Multi Strand Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | NECKLACE, BETTER TOGETHER, COACHELLA, BOHO | |
| 251 | Citrine Cluster Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | EARRINGS, DANGLE | -12482 | COACHELLA |