Fold 2 - Understanding why coefficient 262 was selected
Tag: INSECT BITES
Selected Coefficient: 262
Taxonomy Path: 13.3
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 262 | 0.000145 | 13.3 | 3.13 (3*83 + 13) | Yes | |
| 585827 | 0.000145 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 4989). 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 |
|---|---|---|---|---|---|---|---|
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 585827 | none | 585565 | none | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 262 | none | 0 | BAMBOO |