Fold 0 - Understanding why coefficient 505771 was selected
Tag: SHEA BUTTER
Selected Coefficient: 505771
Taxonomy Path: 13.3.2.1
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Bath & Body
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? |
|---|---|---|---|---|---|
| 505771 | 1.000000 | 13.3.2.1 | 1.2.3.13 (493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body | Yes |
| -824192701 | 2.000000 | -0.0.52.12.21 | -21.12.52.0.0 (-(21*79^4 + 12*79^3 + 52*79^2)) | No |
These are the training products that have the "SHEA BUTTER" tag (processing sequence 2586). 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 | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 0 | none | |
| 5809 | SKIN DEEP </br> Body Butter </br> Rose & Sandalwood | 505771 | Health & Beauty > Personal Care > Cosmetics > Bath & Body | none | 0 | none | |
| 2082 | African Black Soap - with Argan Oil - 16 oz | -824192701 | ARGAN OIL, BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS | -824698472 | none |