Fold 3 - Understanding why coefficient -1001784864 was selected
Tag: CRADLE CAP
Selected Coefficient: -1001784864
Taxonomy Path: -13.3.2.9.21
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1001784864 | 2.000000 | -13.3.2.9.21 | -21.9.2.3.13 (-(21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 243685200 | 2.000000 | 22.7.15.11.5 | 5.11.15.7.22 (5*83^4 + 11*83^3 + 15*83^2 + 7*83 + 22) | No |
These are the training products that have the "CRADLE CAP" tag (processing sequence 6220). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 243685200 | LIVER, GENTLE, PREGNANCY | 1245470064 | BEAUTY, BABIES, BODY | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 0 | OILS, GENTLE | 1001784864 | SKIN INFECTION, BABIES | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -1001784864 | SCARS, SERUM | 0 | HAIR CARE |