Fold 2 - Understanding why coefficient 1386421 was selected
Tag: NAPPY RASH
Selected Coefficient: 1386421
Taxonomy Path: 4.2.62.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1386421 | 1.000000 | 4.2.62.3 | 3.62.2.4 (3*71^3 + 62*71^2 + 2*71 + 4) | Yes | |
| 52849697 | 1.000000 | 66.68.46.5.2 | 2.5.46.68.66 (2*71^4 + 5*71^3 + 46*71^2 + 68*71 + 66) | No |
These are the training products that have the "NAPPY RASH" tag (processing sequence 1718). 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 | 52849697 | ACNE, ALL AGES, BABIES, BEAUTY, DRY SKIN, GENTLE, INFANTS, MOTHERS | 51463276 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 1386421 | ACNE, ANTI-INFLAMMATORY, INFANTS | 0 | SCARS, STRETCH MARKS |