Fold 3 - Understanding why coefficient 4 was selected
Tag: BABY BOY FIRST BIRTHDAY OUTFIT
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 3
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 |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BABY BOY FIRST BIRTHDAY OUTFIT" tag (processing sequence 1167). 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 |
|---|---|---|---|---|---|---|---|
| 15410 | 3rd Birthday, Construction Themed Birthday Party, Zuli Kids 294466 | 4 | Baby & Toddler | none | 0 | none | |
| 15412 | Airplane Birthday Party, Airplane Themed Birthday Party, Zuli Kids 295178 | 4 | Baby & Toddler | none | 0 | none | |
| 15512 | Nautical Baby Clothes, Baby Sailor Outfit, Zuli Kids 295163 | 0 | BABY SAILOR OUTFIT | -4 | FIRST_BIRTHDAY |