Fold 2 - Understanding why coefficient -8488007 was selected
Tag: CRADLE CAP
Selected Coefficient: -8488007
Taxonomy Path: -10.3.17.17
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? |
|---|---|---|---|---|---|
| -8488007 | 2.000000 | -10.3.17.17 | -17.17.3.10 (-(17*79^3 + 17*79^2 + 3*79 + 10)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 514826657 | 2.000000 | 10.4.15.17.13 | 13.17.15.4.10 (13*79^4 + 17*79^3 + 15*79^2 + 4*79 + 10) | No |
These are the training products that have the "CRADLE CAP" tag (processing sequence 1122). 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 | 514826657 | ACNE, ALL AGES, BEAUTY, CHILDREN | 523314664 | ECZEMA, MENOPAUSE, MOTHERS | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | ACNE, ANTI-INFLAMMATORY | 8488007 | ECZEMA, HAIR CARE, SCARS, SERUM | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -8488007 | ORGANIC, ROSE | 0 | NOURISHING, SLEEP |