Fold 4 - Understanding why coefficient -2363102 was selected
Tag: CRADLE CAP
Selected Coefficient: -2363102
Taxonomy Path: -9.2.11.4
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? |
|---|---|---|---|---|---|
| -2363102 | 1.000000 | -9.2.11.4 | -4.11.2.9 (-(4*83^3 + 11*83^2 + 2*83 + 9)) | Yes | |
| 100627623 | 1.000000 | 0.0.82.9.2 | 2.9.82.0.0 (2*83^4 + 9*83^3 + 82*83^2) | No |
These are the training products that have the "CRADLE CAP" tag (processing sequence 4996). 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 |
|---|---|---|---|---|---|---|---|
| 3071 | Absolute Essential Argan Oil (Organic) | 100627623 | BODY OIL | 102990725 | SCARS, HAIR CARE | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -2363102 | BODY OIL | 0 | none |