Fold 1 - Understanding why coefficient 585827 was selected
Tag: SHEA BUTTER
Selected Coefficient: 585827
Taxonomy Path: 13.3.2.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 585827 | 0.000145 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | Yes | |
| 262 | 0.000290 | 13.3 | 3.13 (3*83 + 13) | No |
These are the training products that have the "SHEA BUTTER" tag (processing sequence 3626). 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 |
|---|---|---|---|---|---|---|---|
| 5792 | SKIN DEEP </br> Body Butter </br> Neroli & Patchouli | 585827 | none | 0 | none | ||
| 5809 | SKIN DEEP </br> Body Butter </br> Rose & Sandalwood | 585827 | none | 0 | none | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | 262 | none | -585565 | FACE & BODY CLEANSERS |