Fold 0 - Understanding why coefficient 138042 was selected
Tag: SKINCARE SET
Selected Coefficient: 138042
Taxonomy Path: 13.3.20
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 138042 | 0.000000 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | Yes |
These are the training products that have the "SKINCARE SET" tag (processing sequence 597). 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 |
|---|---|---|---|---|---|---|---|
| 13650 | Radiance Saviour Essential Collection | 138042 | none | 0 | BRIGHTER SKIN, NATURAL SKINCARE, COMBINATION | ||
| 13651 | Radiance Saviour Complete Collection | 138042 | none | 0 | BRIGHTER SKIN, NATURAL SKINCARE, COMBINATION | ||
| 13652 | Radiance Restore Essentials Collection | 138042 | none | 0 | BRIGHTER SKIN, NATURAL SKINCARE | ||
| 13670 | The Ultimate Collection - Radiance Restore | 138042 | none | 0 | BRIGHTER SKIN, NATURAL SKINCARE | ||
| 13671 | Radiance Restore Collection | 138042 | none | 0 | BRIGHTER SKIN, NATURAL SKINCARE | ||
| 13714 | Best Sellers Capsule Set | 138042 | none | 0 | BRIGHTER SKIN, COMBINATION | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 138042 | none | 0 | BRIGHTER SKIN, COMBINATION SKIN |