Fold 1 - Understanding why coefficient 1148553 was selected
Tag: CHILDREN'S
Selected Coefficient: 1148553
Taxonomy Path: 57.59.14.3
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 1148553 | 0.000000 | 57.59.14.3 | 3.14.59.57 (3*71^3 + 14*71^2 + 59*71 + 57) | Yes |
These are the training products that have the "CHILDREN'S" tag (processing sequence 556). 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 |
|---|---|---|---|---|---|---|---|
| 3165 | PATCH Body Strap Tape - ON SALE! | 1148553 | ORGANIC, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE | 0 | INSECT BITES, PERSONAL CARE, SKIN INFECTION |