Fold 1 - Understanding why coefficient 551120 was selected
Tag: SAPPHIRES
Selected Coefficient: 551120
Taxonomy Path: 0.0.80
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 551120 | 2.000290 | 0.0.80 | 80.0.0 (80*83^2) | Yes | |
| 0 | 2.000581 | 0 | 0 (0) | No | |
| 34445 | 2.000581 | 0.0.5 | 5.0.0 (5*83^2) | No | |
| 55611 | 5.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No |
These are the training products that have the "SAPPHIRES" tag (processing sequence 5399). 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 |
|---|---|---|---|---|---|---|---|
| 25419 | Montana Yogo Sapphire Mountain Pendant | 551120 | NECKLACES | 0 | none | ||
| 25392 | Fist Love Montana Sapphire Pendant | 551120 | NECKLACES | 0 | none | ||
| 25393 | Love Montana Sapphire Pendant | 551120 | NECKLACES | 0 | none | ||
| 20695 | Simplicity Necklace | 55611 | none | -495509 | none | ||
| 20632 | 14K Gold Simplicity Necklace | 55611 | none | -495509 | none | ||
| 20672 | Tranquility Necklace | 34445 | AQUATICA | -516675 | none | ||
| 25391 | Weeping Heart Montana Sapphire Dangle Earrings | 0 | EARRINGS | -551120 | none |