Fold 2 - Understanding why coefficient 83 was selected
Tag: SKIN INFECTION
Selected Coefficient: 83
Taxonomy Path: 4.1
Taxonomy Name: Baby & Toddler > Baby Bathing
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? |
|---|---|---|---|---|---|
| 83 | 0.000000 | 4.1 | 1.4 (79 + 4) | Baby & Toddler > Baby Bathing | Yes |
These are the training products that have the "SKIN INFECTION" tag (processing sequence 1567). 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 |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 83 | Baby & Toddler > Baby Bathing | none | 0 | OILS, NOURISHING |