Fold 4 - Understanding why coefficient 241 was selected
Tag: BABIES
Selected Coefficient: 241
Taxonomy Path: 4.3
Taxonomy Name: Baby & Toddler > Baby Health
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 241 | 0.000000 | 4.3 | 3.4 (3*79 + 4) | Baby & Toddler > Baby Health | Yes |
These are the training products that have the "BABIES" tag (processing sequence 1357). 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 |
|---|---|---|---|---|---|---|---|
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 241 | Baby & Toddler > Baby Health | none | 0 | CRUELTY FREE, CHILDREN'S, FAIR TRADE, GAS, SLEEP |