Fold 1 - Understanding why coefficient -5839117203 was selected
Tag: CRADLE CAP
Selected Coefficient: -5839117203
Taxonomy Path: -78.1.9.72.70.1
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? |
|---|---|---|---|---|---|
| -5839117203 | 2.000000 | -78.1.9.72.70.1 | -1.70.72.9.1.78 (-(3077056399 + 70*79^4 + 72*79^3 + 9*79^2 + 79 + 78)) | Yes | |
| -6447200 | 2.000000 | -10.3.6.13 | -13.6.3.10 (-(13*79^3 + 6*79^2 + 3*79 + 10)) | No | |
| 6347877125 | 2.000000 | 0.0.0.77.4.2 | 2.4.77.0.0.0 (2*79^5 + 4*79^4 + 77*79^3) | No |
These are the training products that have the "CRADLE CAP" tag (processing sequence 1121). 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) | 6347877125 | SERUM, ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL | 12186994328 | ECZEMA, HAIR CARE, NAPPY RASH, SCARS | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -6447200 | ORGANIC, ROSE, BABIES, BODY OIL | 5832670003 | GENTLE, NAPPY RASH, NEWBORNS, NOURISHING, SKIN INFECTION | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | -5839117203 | ACNE, ALL AGES, ANTI-AGEING, BABIES, BEAUTY, CHILDREN | 0 | ECZEMA, GENTLE, HORMONE BALANCE, MOTHERS, NAPPY RASH |