Fold 3 - Understanding why coefficient -29298446 was selected
Tag: INFANTS
Selected Coefficient: -29298446
Taxonomy Path: -12.2.61.10.1
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? |
|---|---|---|---|---|---|
| -29298446 | 1.000000 | -12.2.61.10.1 | -1.10.61.2.12 (-(25411681 + 10*71^3 + 61*71^2 + 2*71 + 12)) | Yes | |
| 128489187 | 1.000000 | 61.58.70.3.5 | 5.3.70.58.61 (5*71^4 + 3*71^3 + 70*71^2 + 58*71 + 61) | No |
These are the training products that have the "INFANTS" tag (processing sequence 886). 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 |
|---|---|---|---|---|---|---|---|
| 3165 | PATCH Body Strap Tape - ON SALE! | 128489187 | ORGANIC, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE | 157787633 | INSECT BITES, SKIN INFECTION, CHILDREN'S | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -29298446 | ANTI-AGEING, ANTI-INFLAMMATORY, ECZEMA, HAIR CARE | 0 | none |