Fold 2 - Understanding why coefficient 4 was selected
Tag: KID
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 4 | 1.000000 | 4 | 4 (4) | Baby & Toddler | Yes |
| 19198 | 1.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
These are the training products that have the "KID" tag (processing sequence 3317). 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 |
|---|---|---|---|---|---|---|---|
| 18199 | Well Wishes Wrap Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 19194 | BFF | |
| 18160 | NIKE | TODDLER ROSHE ONE | 4 | Baby & Toddler | none | 0 | EGNITION-SAMPLE-DATA |