Fold 4 - Understanding why coefficient -262 was selected
Tag: SHEA BUTTER
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 | 1.000000 | -13.3 | -3.13 (-(3*83 + 13)) | Yes | |
| 585827 | 1.000000 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "SHEA BUTTER" tag (processing sequence 5088). 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 |
|---|---|---|---|---|---|---|---|
| 5809 | SKIN DEEP </br> Body Butter </br> Rose & Sandalwood | 585827 | none | 586089 | none | ||
| 2081 | African Black Soap - Hand packed - 1 lb | -262 | BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS | 0 | COCOA BUTTER |