Fold 2 - Understanding why coefficient 448495 was selected
Tag: PERSONAL CARE
Selected Coefficient: 448495
Taxonomy Path: 59.68.17.1
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? |
|---|---|---|---|---|---|
| 448495 | 0.000000 | 59.68.17.1 | 1.17.68.59 (357911 + 17*71^2 + 68*71 + 59) | Yes |
These are the training products that have the "PERSONAL CARE" tag (processing sequence 1100). 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! | 448495 | ORGANIC, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE, INFANTS, INSECT BITES | 0 | none |