Fold 4 - Understanding why coefficient 1017533 was selected
Tag: HYGIENE
Selected Coefficient: 1017533
Taxonomy Path: 13.3.5.2
Taxonomy Name: Health & Beauty > Personal Care > Deodorants & Anti-Perspirant > Deodorants
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? |
|---|---|---|---|---|---|
| 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 | Yes |
| 4019123 | 1.000000 | 77.77.11.8 | 8.11.77.77 (8*79^3 + 11*79^2 + 77*79 + 77) | No |
These are the training products that have the "HYGIENE" tag (processing sequence 120). 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 |
|---|---|---|---|---|---|---|---|
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 4019123 | OIL, FACIAL | 3001590 | BALANCE, BATHROOM, DIFFUSION, UPLIFTING, SLEEP | ||
| 1140 | Pure Natural Crystal Deodorant | 1017533 | Health & Beauty > Personal Care > Deodorants & Anti-Perspirant > Deodorants | none | 0 | none |