Fold 2 - Understanding why coefficient 41833 was selected
Tag: WHITE SAPPHIRE
Selected Coefficient: 41833
Taxonomy Path: 1.6.6
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 41833 | 0.000290 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | Yes | |
| 1178518 | 0.000726 | 1.6.5.2 | 2.5.6.1 (2*83^3 + 5*83^2 + 6*83 + 1) | No |
These are the training products that have the "WHITE SAPPHIRE" tag (processing sequence 3248). 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 |
|---|---|---|---|---|---|---|---|
| 26177 | Moonstone & White Sapphire Tear Drop Earring Charm Sterling Silver | 1178518 | none | 1136685 | MOST POPULAR | ||
| 26094 | Limited Edition Labradorite & White Sapphire Heart Earring Charm Sterling Silver | 1178518 | none | 1136685 | __LABEL:50% OFF | ||
| 26096 | Labradorite & White sapphire Huggie Hoop Earring Sterling Silver | 41833 | none | 0 | MOST POPULAR | ||
| 26285 | White Sapphire Starburst Huggie Hoop Earring Sterling Silver | 41833 | none | 0 | none | ||
| 26283 | White Sapphire Cluster Huggie Hoop Earring Pair Sterling Silver | 41833 | none | 0 | none | ||
| 26284 | White Sapphire Starburst Huggie Hoop Earring Pair Sterling Silver | 41833 | none | 0 | none | ||
| 26095 | Labradorite & White sapphire Huggie Hoop Earring Pair Sterling Silver | 41833 | none | 0 | none |