Fold 1 - Understanding why coefficient 45816494 was selected
Tag: NAPPY RASH
Selected Coefficient: 45816494
Taxonomy Path: 49.16.73.13.1
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? |
|---|---|---|---|---|---|
| 45816494 | 2.000000 | 49.16.73.13.1 | 1.13.73.16.49 (38950081 + 13*79^3 + 73*79^2 + 16*79 + 49) | Yes | |
| 5832670650 | 2.000000 | 4.7.3.59.70.1 | 1.70.59.3.7.4 (3077056399 + 70*79^4 + 59*79^3 + 3*79^2 + 7*79 + 4) | No | |
| 12141952781 | 2.000000 | 65.77.59.57.74.3 | 3.74.57.59.77.65 (3*79^5 + 74*79^4 + 57*79^3 + 59*79^2 + 77*79 + 65) | No |
These are the training products that have the "NAPPY RASH" tag (processing sequence 2119). 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) | 12141952781 | SERUM, ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA, HAIR CARE | 12096136287 | SCARS | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 5832670650 | ORGANIC, ROSE, BABIES, BODY OIL, CRADLE CAP, GENTLE | 5786854156 | NEWBORNS, NOURISHING, SKIN INFECTION | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 45816494 | ACNE, ALL AGES, ANTI-AGEING, BABIES, BEAUTY, CHILDREN, CRADLE CAP, ECZEMA, GENTLE, HORMONE BALANCE, MOTHERS | 0 | none |