Fold 1 - Understanding why coefficient 31680 was selected
Tag: LINK
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 31680 | 1.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| -18723 | 8.000000 | -0.0.3 | -3.0.0 (-(3*79^2)) | No |
These are the training products that have the "LINK" tag (processing sequence 16). 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 |
|---|---|---|---|---|---|---|---|
| 11251 | Nomination Classic Silver Headphones with Music Link | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 11187 | Nomination Rose Gold Symbol Pink CZ Knot Link | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 11208 | Nomination Classic Guardian Angel Link | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 11227 | Nomination Silvershine Hanging Glitter Star Double Link | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 11238 | Composable Classic Link in Silver and black Stones | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 11158 | Nomination Composable Classic Heart 2022 | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 11245 | Nomination Composable Classic Link You And Me Our Story | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | NATURE | |
| 11249 | Nomination Silvershine No Drama Link | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 11242 | Nomination Classic England Flag Link | -18723 | GOLD | -50403 | none |