Fold 3 - Understanding why coefficient 4 was selected
Tag: NURSERY
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 |
| 158 | 1.000000 | 0.2 | 2.0 (2*79) | No |
These are the training products that have the "NURSERY" tag (processing sequence 3369). 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 |
|---|---|---|---|---|---|---|---|
| 18714 | Blanket & Lovey Gift Set - Bunny | 158 | BABY SHOWER GIFTS | 154 | none | ||
| 10919 | Be Happy Dinosaur | 4 | Baby & Toddler | none | 0 | none |