Fold 4 - Understanding why coefficient -1487321 was selected
Tag: HYGIENE
Selected Coefficient: -1487321
Taxonomy Path: -13.3.11.4
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? |
|---|---|---|---|---|---|
| -1487321 | 1.000000 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | Yes | |
| 741253 | 1.000000 | 13.3.5.2 | 2.5.3.13 (2*71^3 + 5*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Deodorants & Anti-Perspirant > Deodorants | No |
These are the training products that have the "HYGIENE" tag (processing sequence 106). 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 | 741253 | Health & Beauty > Personal Care > Deodorants & Anti-Perspirant > Deodorants | none | 2228574 | none | |
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | -1487321 | OIL, FACIAL | 0 | none |