Fold 3 - Understanding why coefficient -158271760 was selected
Tag: HYGIENE
Selected Coefficient: -158271760
Taxonomy Path: -0.0.1.5.4
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? |
|---|---|---|---|---|---|
| -158271760 | 1.000000 | -0.0.1.5.4 | -4.5.1.0.0 (-(4*79^4 + 5*79^3 + 6241)) | Yes | |
| 1017533 | 1.000000 | 13.3.5.2 | 2.5.3.13 (2*79^3 + 5*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Deodorants & Anti-Perspirant > Deodorants | No |
These are the training products that have the "HYGIENE" tag (processing sequence 3352). 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 |
|---|---|---|---|---|---|---|---|
| 1140 | Pure Natural Crystal Deodorant | 1017533 | Health & Beauty > Personal Care > Deodorants & Anti-Perspirant > Deodorants | none | 159289293 | none | |
| 2882 | Absolute Essential Sanitiser Bundles with Organic, Hospital Grade Hand Gel | -158271760 | IMMUNE | 0 | none |