Fold 4 - Understanding why coefficient -279085029 was selected
Tag: INFANTS
Selected Coefficient: -279085029
Taxonomy Path: -4.2.54.69.10
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? |
|---|---|---|---|---|---|
| -279085029 | 1.000000 | -4.2.54.69.10 | -10.69.54.2.4 (-(10*71^4 + 69*71^3 + 54*71^2 + 2*71 + 4)) | Yes | |
| -30115160 | 1.000000 | -13.3.10.13.1 | -1.13.10.3.13 (-(25411681 + 13*71^3 + 10*71^2 + 3*71 + 13)) | No |
These are the training products that have the "INFANTS" tag (processing sequence 1445). 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) | -30115160 | ANTI-AGEING, ANTI-INFLAMMATORY, HAIR CARE | 248969869 | NAPPY RASH | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | -279085029 | ORGANIC, KIDS, COLDS | 0 | CHILDREN'S |