Fold 3 - Understanding why coefficient 1086026 was selected
Tag: INFANTS
Selected Coefficient: 1086026
Taxonomy Path: 13.1.16.2
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1086026 | 2.012658 | 13.1.16.2 | 2.16.1.13 (2*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | Yes |
| 393950893 | 2.012658 | 13.3.2.9.10 | 10.9.2.3.13 (10*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 393951290 | 3.000000 | 15.8.2.9.10 | 10.9.2.8.15 (10*79^4 + 9*79^3 + 2*79^2 + 8*79 + 15) | No |
These are the training products that have the "INFANTS" tag (processing sequence 3822). 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 | 393951290 | NEWBORNS, ESSENTIAL, CRADLE CAP | 392865264 | MASSAGE, RELAXATION | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 393950893 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | ACNE, CRADLE CAP | 392864867 | MENOPAUSE | |
| 3117 | Kiwiherb Children's Echinature (Organic) | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | SCARS, ACNE, CRADLE CAP | -1086026 | MASSAGE, HAIR CARE |