Fold 3 - Understanding why coefficient -393950893 was selected
Tag: CRADLE CAP
Selected Coefficient: -393950893
Taxonomy Path: -13.3.2.9.10
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? |
|---|---|---|---|---|---|
| -393950893 | 2.000000 | -13.3.2.9.10 | -10.9.2.3.13 (-(10*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 397 | 2.000000 | 2.5 | 5.2 (5*79 + 2) | No |
These are the training products that have the "CRADLE CAP" tag (processing sequence 3649). 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 |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 397 | NEWBORNS, ESSENTIAL | 393951290 | INFANTS, MASSAGE, RELAXATION | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 0 | ACNE | 393950893 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | INFANTS, MENOPAUSE | |
| 3071 | Absolute Essential Argan Oil (Organic) | -393950893 | SCARS, ACNE | 0 | INFANTS, MASSAGE, HAIR CARE |